@prefix : . @prefix owl: . @prefix rdf: . @prefix xml: . @prefix xsd: . @prefix rdfs: . @base . rdf:type owl:Ontology ; owl:versionIRI ; """The D4S ontology, described using W3C RDF Schema and the Web Ontology Language OWL. Release Notes: - Version 0.1 Initial Release. Defines the main classes, object and data properties of the d4s ontology """ ; "application/rdf+xml" ; "Copyright © 2026 Open Risk" ; "Open Risk. We welcome further contributors to the D4S Ontology!" ; "Creative Commons Attribution 3.0 (CC BY 3.0)" ; ; rdfs:comment """The D4S ontology aims to conform as closely as possible to the D4S D3.1 deliverable / document, \"Digital Sustainability Educational Profiles and Core Curricula\" """ ; rdfs:isDefinedBy ; rdfs:label "D4S Competence Framework Ontology" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/D4S_Framework" ; owl:versionInfo "0.1" . ################################################################# # Annotation properties ################################################################# ### http://purl.org/dc/elements/1.1/description rdf:type owl:AnnotationProperty . ### http://purl.org/dc/elements/1.1/format rdf:type owl:AnnotationProperty . ### http://purl.org/dc/elements/1.1/rights rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/abstract rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/contributor rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/license rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/references rdf:type owl:AnnotationProperty . ################################################################# # Object Properties ################################################################# ### https://www.openriskmanual.org/ns/d4s/assessed_by rdf:type owl:ObjectProperty , owl:FunctionalProperty ; rdfs:domain ; rdfs:range ; rdfs:comment "What Assessment of Competence" ; rdfs:isDefinedBy ; rdfs:label "assessed by" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/assesses rdf:type owl:ObjectProperty , owl:FunctionalProperty ; rdfs:domain ; rdfs:range ; rdfs:comment "What Competence is Assessed" ; rdfs:isDefinedBy ; rdfs:label "assesses" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/has_context rdf:type owl:ObjectProperty ; rdfs:domain ; rdfs:range ; rdfs:comment "The Context of a Competency" ; rdfs:isDefinedBy ; rdfs:label "has context" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/has_level rdf:type owl:ObjectProperty , owl:FunctionalProperty ; rdfs:domain ; rdfs:range ; rdfs:comment "The Level of a Competency" ; rdfs:isDefinedBy ; rdfs:label "has level" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/has_significance rdf:type owl:ObjectProperty , owl:FunctionalProperty ; rdfs:domain ; rdfs:range ; rdfs:comment "The significance (Essential or Optional) of a Skill" ; rdfs:isDefinedBy ; rdfs:label "has significance" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/has_task rdf:type owl:ObjectProperty ; rdfs:domain ; rdfs:range ; rdfs:isDefinedBy ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/has_type rdf:type owl:ObjectProperty , owl:FunctionalProperty ; rdfs:domain , ; rdfs:range ; rdfs:comment "The Type of a Competency or Learning Outcome" ; rdfs:isDefinedBy ; rdfs:label "has type" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/in_domain rdf:type owl:ObjectProperty , owl:FunctionalProperty ; rdfs:domain ; rdfs:range ; rdfs:comment "Competency is in Domain" ; rdfs:isDefinedBy ; rdfs:label "is in domain" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/maps_to_ecompetence rdf:type owl:ObjectProperty ; rdfs:domain ; rdfs:range ; rdfs:comment "The Type of a e-Competency associated with a Competence Topic" ; rdfs:isDefinedBy ; rdfs:label "maps to e-Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/provides_competence rdf:type owl:ObjectProperty ; rdfs:domain ; rdfs:range , , ; rdfs:comment "The intended competence of a learning outcome" ; rdfs:isDefinedBy ; rdfs:label "provides competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/subdomain_of rdf:type owl:ObjectProperty , owl:FunctionalProperty ; rdfs:domain ; rdfs:range ; rdfs:comment "SubDomain of a broader Domain" ; rdfs:isDefinedBy ; rdfs:label "is subdomain of" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/validated_by rdf:type owl:ObjectProperty , owl:FunctionalProperty ; rdfs:domain ; rdfs:range ; rdfs:comment "How an Assessment is Validated" ; rdfs:isDefinedBy ; rdfs:label "validated by" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/validates rdf:type owl:ObjectProperty , owl:FunctionalProperty ; rdfs:domain ; rdfs:range ; rdfs:comment "What Assessment is Validated" ; rdfs:isDefinedBy ; rdfs:label "validates" ; owl:versionInfo "0.1" . ################################################################# # Data properties ################################################################# ### https://www.openriskmanual.org/ns/d4s/has_goal rdf:type owl:DatatypeProperty ; rdfs:domain ; rdfs:range xsd:string ; rdfs:isDefinedBy ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/has_progression rdf:type owl:DatatypeProperty ; rdfs:domain ; rdfs:range xsd:string ; rdfs:isDefinedBy ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/has_scope rdf:type owl:DatatypeProperty ; rdfs:domain ; rdfs:range xsd:string ; rdfs:isDefinedBy ; owl:versionInfo "0.1" . ################################################################# # Classes ################################################################# ### http://purl.org/dc/terms/abstract rdf:type owl:Class . ### https://www.openriskmanual.org/ns/d4s/Accreditation rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a concrete learning outcome. Learning outcomes are statements of what an individual knows, understands and is able to do on completion of a learning process, which are defined in terms of knowledge, skills and attitudes. Intended learning outcomes are what an individual is expected to know, understand or is able to do. Achieved learning outcomes is the demonstration of what an individual knows, understands or is able to do." ; rdfs:isDefinedBy ; rdfs:label "Accreditation" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Learning_Outcome" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Assessment rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a concrete learning outcome assessment. Methods and instruments used to evaluate whether learners have achieved; specified learning outcomes. Includes formative (ongoing) and summative; (final) assessment, aligned directly to unit and programme learning outcomes including provisions for validation of prior learning where appropriate." ; rdfs:isDefinedBy ; rdfs:label "Assessment" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Assessment" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Competence rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a concrete competence. Competence denotes that an individual has the knowledge and skills needed to perform a task, do a job, alongside with the interpersonal skills and general awareness or wisdom required to operate effectively in a modern economy. It is usually thought as a collection of related competences in an overall Competence Framework. Formally: a demonstrated ability to apply knowledge, skills, and attitudes for achieving observable results. (CEN/TC 428, EN 16234-1 (2019)" ; rdfs:isDefinedBy ; rdfs:label "Competence" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/CompetenceContext rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a competency context, concrete application or use-case circumstances that impart a more specific character to competence descriptions." ; rdfs:isDefinedBy ; rdfs:label "Competence Context" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence_Context" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/CompetenceDomain rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a broader competency domain or area. Competencies span a vast range. Categorization into taxonomies helps organize competencies in a logical manner. This Class captures the highest (L1) level. Some competencies may be transversal, spanning different domains." ; rdfs:isDefinedBy ; rdfs:label "Competence Domain" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence_Domain" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/CompetenceLevel rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a competency level. A typical classification is Basic, Intermediate, Advanced" ; rdfs:isDefinedBy ; rdfs:label "Competence Level" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence_Type" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/CompetenceTopic rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a competency sub-domain (Topic), typically L2 in a hierarchy" ; rdfs:isDefinedBy ; rdfs:label "Competence Topic" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence_Domain" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/CompetenceType rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a competency type. A typical classification is KSA (Knowledge, Skill, Attitude)" ; rdfs:isDefinedBy ; rdfs:label "Competence Type" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence_Type" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/LearningOutcome rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a concrete learning outcome. Learning outcomes are statements of what an individual knows, understands and is able to do on completion of a learning process, which are defined in terms of knowledge, skills and attitudes. Intended learning outcomes are what an individual is expected to know, understand or is able to do. Achieved learning outcomes is the demonstration of what an individual knows, understands or is able to do." ; rdfs:isDefinedBy ; rdfs:label "Learning Outcome" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Learning_Outcome" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Occupation rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Characteristics of an Occupation: i) The relevant industry sector for an occupation is given by the Eurostat NACE codes (see http://data.europa.eu/esco/model#hasNACECode) and ii) The different Work context applicable for an occupation (see http://data.europa.eu/esco/model#hasWorkContext). An Occupation may be related to and esco:Skill and an esco:Qualification (see http://data.europa.eu/esco/model#AssociationObject)." ; rdfs:isDefinedBy ; rdfs:label "Occupation" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Occupation" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Significance rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Attribute significance to an D4S ontology element (e.g. Essential or Optional) " ; rdfs:isDefinedBy ; rdfs:label "Significance" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Skill rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding an ESCO Skill. Skill denotes that an individual has the knowledge and skills needed to perform a task, do a job, alongside with the interpersonal skills and general awareness or wisdom required to operate effectively in a modern economy. The class of ESCO Skill concepts. ESCO skills are sub-typed (e.g. to differentiate between knowledge and competence)." ; rdfs:isDefinedBy ; rdfs:label "Skill" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Skill" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/SkillDomain rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a broader competency domain or area. Competencies span a vast range. Categorization into taxonomies helps organize competencies in a logical manner. This Class captures the highest (L1) level. Some competencies may be transversal, spanning different domains." ; rdfs:isDefinedBy ; rdfs:label "Skill Domain" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Skill_Domain" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/SkillSubTopic rdf:type owl:Class ; rdfs:subClassOf ; rdfs:comment "Class encoding a narrower competency domain (Subtopic), typically L3 in a hierarchy" ; rdfs:isDefinedBy ; rdfs:label "Skill Sub-Topic" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Skill_Domain" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/SkillTopic rdf:type owl:Class ; rdfs:subClassOf ; rdfs:comment "Class encoding a competency sub-domain (Topic), typically L2 in a hierarchy" ; rdfs:isDefinedBy ; rdfs:label "Skill Topic" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Skill_Domain" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/SkillType rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a competency type. A typical classification is KSA (Knowledge, Skill, Attitude)" ; rdfs:isDefinedBy ; rdfs:label "Skill Type" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Skill_Type" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Task rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding an ESCO Task. TODO" ; rdfs:isDefinedBy ; rdfs:label "Task" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Task" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Validation rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a concrete learning outcome assessment validation. Assessment validation employs portfolio documentation, practical demonstrations, supervisor verification, and project outputs" ; rdfs:isDefinedBy ; rdfs:label "Validation" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Assessment" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/eCompetence rdf:type owl:Class ; rdfs:subClassOf owl:Thing ; rdfs:comment "Class encoding a concrete eCompetence according to the e-CF framework" ; rdfs:isDefinedBy ; rdfs:label "eCompetence" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ################################################################# # Individuals ################################################################# ### https://www.openriskmanual.org/ns/d4s/Awareness_Knowledge_and_Understanding rdf:type owl:NamedIndividual , ; rdfs:comment "The dimension awareness/knowledge/understanding covers competences that are related to knowledge or informational aspects (to be aware of certain information or to be knowledgeable about a topic)" ; rdfs:isDefinedBy ; rdfs:label "Awareness, Knowledge and Understanding" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Confidence_Motivation_and_Attitudes rdf:type owl:NamedIndividual , ; rdfs:comment "The category confidence/motivation/attitudes seeks to capture the internal decision-making that supports or hinders behaviour." ; rdfs:isDefinedBy ; rdfs:label "Confidence, Motivation and Attitudes" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Competences around Technology and Infrastructure" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1 - Technology and Infrastructure" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1 rdf:type owl:NamedIndividual , ; ; , , ; ; ; rdfs:comment "Conduct Sustainability Data Analysis" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Calculating scope 1-3 emissions from facility data" ; rdfs:label "D4S.DOM.1.PLO.1.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Analysing waste reduction trends" ; rdfs:label "D4S.DOM.1.PLO.1.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Comparing energy kpis across departments" ; rdfs:label "D4S.DOM.1.PLO.1.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Conduct exploratory analysis on sustainability datasets, applying statistical methods, identifying patterns and trends, detecting anomalies, summarising findings" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Workplace exploratory analysis submission" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Analysis reports with documented findings" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Calculate carbon footprints, applying emission factors, aggregating scope 1/2/3 emissions, comparing against baselines, identifying reduction opportunities" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Carbon footprint calculation (actual facility)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Carbon accounting with methodology documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Analyse ESG performance metrics across environmental, social, governance dimensions, calculating KPIs, benchmarking against peers, tracking progress" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "ESG analysis reports with KPI tracking" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "ESG metrics analysis (workplace dataset)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Execute data segmentation and correlation analysis, grouping by relevant dimensions, examining variable relationships, identifying causal factors, forecasting trends" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Segmentation and correlation work samples" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.1.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Data segmentation and exercise correlation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.1.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10 rdf:type owl:NamedIndividual , ; ; , , ; , ; ; rdfs:comment "Pioneer Advanced Analytics Innovation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Pioneering new analytical approaches for circular economy" ; rdfs:label "D4S.DOM.1.PLO.10.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Developing novel sustainability metrics" ; rdfs:label "D4S.DOM.1.PLO.10.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Establishing centres of analytics excellence" ; rdfs:label "D4S.DOM.1.PLO.10.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Pioneer novel analytical methodologies for sustainability, identifying gaps in current approaches, developing innovative techniques, validating new methods, publishing findings" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Novel methodology paper (peer- reviewed)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Published methodological innovations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Establish analytics innovation programs, creating experimentation frameworks, allocating innovation resources, managing proof-of-concepts, scaling successful innovations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Innovation program framework" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Innovation programs established and operational" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Lead development of sustainability analytics standards, contributing to industry standards, defining best practices, sharing methodologies, influencing professional communities" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Standards contribution documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Contributions to industry standards or best practices" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Build strategic partnerships for analytics advancement, collaborating with research institutions, engaging technology vendors, participating in consortia, co-developing solutions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Strategic partnership case study" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.10.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Partnership documentation with deliverables" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.10.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3 rdf:type owl:NamedIndividual , ; ; , , ; ; ; rdfs:comment "Develop Advanced Analytics and Machine Learning Models" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Developing predictive models for emissions forecasting" ; rdfs:label "D4S.DOM.1.PLO.3.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Applying deep learning to climate data" ; rdfs:label "D4S.DOM.1.PLO.3.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Implementing sustainability recommendation systems" ; rdfs:label "D4S.DOM.1.PLO.3.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Lead development of predictive sustainability models, taking responsibility for model architecture selection, feature engineering strategies, hyperparameter optimisation, validation methodologies" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Predictive sustainability model (production-ready)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "ML models deployed for sustainability applications" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Implement deep learning approaches for environmental applications, designing neural networks for climate data, creating computer vision models for environmental monitoring, applying NLP to sustainability reports" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Deep learning application for environmental data" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Deep learning implementations for sustainability" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Apply advanced statistical modelling for sustainability research, developing multivariate regression, structural equation modelling, hierarchical models, Bayesian approaches, time series forecasting" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Advanced statistical modelling study" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Advanced statistical analyses with publication quality" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Design experimental studies and evaluate statistical evidence, creating randomised controlled trials, implementing difference-indifferences analyses, conducting power analyses, assessing effect sizes" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Experimental study design and analysis" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.3.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Experimental research with rigorous methodology" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.3.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5 rdf:type owl:NamedIndividual , ; ; , , ; ; ; rdfs:comment "Perform Statistical Analysis for Sustainability" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Testing significance of energy reduction interventions" ; rdfs:label "D4S.DOM.1.PLO.5.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Forecasting emissions trends" ; rdfs:label "D4S.DOM.1.PLO.5.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Identifying operation-impact correlations" ; rdfs:label "D4S.DOM.1.PLO.5.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Conduct descriptive statistical analyses, calculating central tendency and dispersion, creating frequency distributions, summarising characteristics" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Descriptive statistical analysis" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Statistical analysis work samples" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Perform hypothesis testing for comparisons, formulating hypotheses, selecting tests, interpreting p-values and confidence intervals, drawing conclusions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Hypothesis test on sustainability intervention" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Statistical testing documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Apply regression analysis, building linear and multiple models, assessing fit, interpreting coefficients, making predictions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Regression model (workplace data)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Regression analysis with model documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Execute time series analysis, decomposing components, applying smoothing, forecasting values, evaluating accuracy" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Time series forecast (6-12 months)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.5.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Forecasting examples with accuracy evaluation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.5.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6 rdf:type owl:NamedIndividual , ; ; , , ; ; ; rdfs:comment "Maintain Data Quality and Integrity" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Implementing automated validation checks" ; rdfs:label "D4S.DOM.1.PLO.6.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Reconciling energy data across billing systems" ; rdfs:label "D4S.DOM.1.PLO.6.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Tracking data quality issues" ; rdfs:label "D4S.DOM.1.PLO.6.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Assess data quality across dimensions (accuracy, completeness, consistency, timeliness, validity), identifying issues, prioritising remediation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Quality assessment across 5 dimensions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Data quality assessment reports" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Implement validation rules and controls, defining business rules, creating automated checks, flagging anomalies, preventing invalid entries" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Automated validation implementation (5+ checks)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Automated validation systems in operation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Perform data reconciliation and verification, comparing across systems, resolving discrepancies, tracing lineage, ensuring integrity" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data reconciliation (2+ systems)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Reconciliation logs or verification results" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Document quality issues and resolutions, maintaining logs, tracking remediation, reporting metrics, implementing improvements" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Quality issue log (1 month minimum)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.6.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Issue tracking with resolution history" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.6.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7 rdf:type owl:NamedIndividual , ; ; , , ; , ; ; rdfs:comment "Apply Data Analytics Tools" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Writing sql queries for carbon data extraction" ; rdfs:label "D4S.DOM.1.PLO.7.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Using python pandas for esg analysis" ; rdfs:label "D4S.DOM.1.PLO.7.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Conducting stakeholder interviews" ; rdfs:label "D4S.DOM.1.PLO.7.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Apply SQL for data querying, writing SELECT statements with joins and aggregations, filtering and sorting, creating views, optimising queries" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "SQL query demonstration (5 queries)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "SQL code samples with execution results" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Use Python or R for analysis and visualisation, importing and manipulating data with e.g. pandas or tidyverse, performing statistics, creating visualisations, automating workflows" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Python/R analysis (workplace data)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Python/R scripts with documented analyses" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Participate in stakeholder interviews, preparing for sessions, gathering data needs information, reviewing regulatory frameworks, contributing to requirements" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Stakeholder requirements documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Requirements documentation from interviews" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Utilise business intelligence tools, preferably open source, to connect to data sources, analyse information, build simple dashboards, compare capabilities, and recommend solutions." ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "BI tool evaluation (2 tools)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.1.PLO.7.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Tool evaluation reports with recommendations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.1.PLO.7.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Competences around Data and Analytics" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2 - Data and Analytics" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2 rdf:type owl:NamedIndividual , ; ; , , ; ; ; rdfs:comment "Support ESG Data Collection and Quality Control" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Implementing monthly carbon data workflows" ; rdfs:label "D4S.DOM.2.PLO.2.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Applying validation rules in excel/databases" ; rdfs:label "D4S.DOM.2.PLO.2.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Coordinating with facility managers" ; rdfs:label "D4S.DOM.2.PLO.2.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Implement data collection workflows, following designs, executing schedules, using templates, coordinating with responsible parties" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Process documentation from previous role" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Data collection workflow documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Apply validation and quality control procedures, using rules, detecting errors, performing cleansing, documenting issues" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Validation rules application (workplace data)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Quality control procedures and results" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Maintain sustainability databases, organising structures, ensuring integrity, applying version control, providing access" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Database maintenance demonstration" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Administration logs or version control records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Coordinate with data providers, communicating requirements, providing guidance, maintaining relationships, creating documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data dictionary creation (workplace dataset)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.2.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Data documentation or dictionaries" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.2.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6 rdf:type owl:NamedIndividual , ; ; , , ; , ; ; rdfs:comment "Measure and Demonstrate Impact" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Implementing organisation-wide sustainability kpi tracking" ; rdfs:label "D4S.DOM.2.PLO.6.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Reporting esg performance to investors" ; rdfs:label "D4S.DOM.2.PLO.6.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Demonstrating roi of digital sustainability investments" ; rdfs:label "D4S.DOM.2.PLO.6.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Design performance measurement systems, defining KPIs and targets, establishing data collection mechanisms, implementing tracking systems, ensuring data quality" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Performance measurement system design" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "KPI tracking systems implemented" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Lead impact assessment and reporting, analysing performance data, identifying trends, comparing against targets, preparing reports for stakeholders" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Impact assessment report (organisational scope)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Performance reports with trend analysis" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Demonstrate business value and ROI, quantifying financial benefits, calculating returns on investment, presenting value creation, securing continued funding" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Business value and ROI demonstration" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Value quantification with financial analysis" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Drive continuous improvement, analysing performance gaps, identifying improvement opportunities, implementing corrective actions, learning from experience" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Continuous improvement implementation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.6.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Performance improvement initiatives with results" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.6.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7 rdf:type owl:NamedIndividual , ; ; , , ; , , ; ; rdfs:comment "Measure and Communicate Impact" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Designing impact measurement frameworks" ; rdfs:label "D4S.DOM.2.PLO.7.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Creating simple executive sustainability dashboards" ; rdfs:label "D4S.DOM.2.PLO.7.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Reporting on transformation progress" ; rdfs:label "D4S.DOM.2.PLO.7.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Design impact measurement frameworks, defining success metrics, establishing baselines, planning data collection, specifying reporting approaches" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Impact measurement framework design" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Impact measurement frameworks developed" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Analyse and interpret sustainability data, conducting trend analyses, identifying insights, comparing against targets, assessing progress" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Sustainability data analysis and insights" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Data analysis reports with insights" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Create executive communications and reports, synthesising complex information, tailoring messages to audiences, visualising key insights, recommending actions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Executive communication package" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Executive presentations or reports" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Demonstrate value creation and ROI, quantifying environmental benefits, calculating financial returns, presenting business cases, securing continued investment" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Value creation and ROI" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.2.PLO.7.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "ROI analyses with quantified benefits" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.2.PLO.7.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Competences around Measurement and Analysis" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3 - Measurement and Analysis" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2 rdf:type owl:NamedIndividual , ; ; , , ; , ; ; rdfs:comment "Establish ESG Data Governance and Quality Frameworks" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Architecting csrd compliance platforms" ; rdfs:label "D4S.DOM.3.PLO.2.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Implementing automated data quality validation" ; rdfs:label "D4S.DOM.3.PLO.2.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Designing enterprise metadata management" ; rdfs:label "D4S.DOM.3.PLO.2.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Lead architecture of enterprise ESG data governance, taking responsibility for data ownership models, quality frameworks, metadata management systems, lineage tracking" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Enterprise ESG governance framework design" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Data governance frameworks designed and implemented" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Design automated compliance reporting systems, implementing CSRD reporting platforms, EU taxonomy classification systems, GRI data collection workflows, TCFD disclosure automation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Automated compliance system architecture" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Compliance reporting system designs or implementations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Establish comprehensive data quality frameworks, creating multidimensional quality assessment systems, automated validation pipelines, quality scoring methodologies, continuous monitoring" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data quality framework with automated validation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Comprehensive data quality frameworks in operation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Architect data lineage and provenance tracking, designing end-to-end traceability, implementing automated lineage capture, creating impact analysis capabilities, establishing audit trails" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data lineage architecture implementation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.2.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Data lineage systems designed or implemented" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.2.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4 rdf:type owl:NamedIndividual , ; ; , , ; ; ; rdfs:comment "Prepare CSRD and ESG Regulatory Reports" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Mapping data to esrs requirements" ; rdfs:label "D4S.DOM.3.PLO.4.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Preparing gri calculations" ; rdfs:label "D4S.DOM.3.PLO.4.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Organising documentation for external assurance" ; rdfs:label "D4S.DOM.3.PLO.4.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Prepare data for CSRD disclosures, mapping to ESRS requirements, calculating metrics, aggregating appropriately, documenting methodologies" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "ESRS data mapping exercise" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "CSRD data preparation documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Support GRI and voluntary frameworks, identifying indicators, collecting data, performing calculations, preparing disclosure content" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "GRI indicator calculation (5+ indicators)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "GRI or framework reporting calculations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Conduct assurance preparation activities, organising documentation, responding to queries, addressing gaps, ensuring traceability" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Assurance documentation preparation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Assurance materials and audit trails" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Track regulatory deadlines and requirements, monitoring updates, maintaining calendars, coordinating submissions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Compliance calendar maintenance" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.4.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Regulatory tracking systems" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.4.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7 rdf:type owl:NamedIndividual , ; , , ; , ; ; rdfs:comment "Navigate Regulatory and Policy Landscapes" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Ensuring organisational compliance with csrd" ; rdfs:label "D4S.DOM.3.PLO.7.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Engaging with policymakers on sustainability regulations" ; rdfs:label "D4S.DOM.3.PLO.7.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Adapting strategies to policy changes" ; rdfs:label "D4S.DOM.3.PLO.7.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Monitor and interpret regulatory developments, tracking EU sustainability regulations, analysing implications, assessing compliance requirements, planning responses" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Regulatory monitoring and interpretation briefing" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Regulatory analysis and compliance planning" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Ensure organisational compliance, implementing compliance programs, coordinating audits, managing remediation, maintaining documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Compliance program implementation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Compliance management with audit results" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Engage with policy and standard-setting processes, participating in industry associations, contributing to consultations, influencing standards development" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Policy engagement documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Industry association or consultation participation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Adapt strategies to policy changes, assessing impacts of new regulations, updating plans, reallocating resources, communicating changes" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Strategic adaptation to policy change" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.7.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Strategy updates responding to regulatory changes" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.7.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8 rdf:type owl:NamedIndividual , ; ; , , ; , , ; ; rdfs:comment "Follow Professional Standards" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Following data security protocols" ; rdfs:label "D4S.DOM.3.PLO.8.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Adhering to organisational policies" ; rdfs:label "D4S.DOM.3.PLO.8.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Participating in technical training" ; rdfs:label "D4S.DOM.3.PLO.8.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Adhere to security policies, following data protection procedures, maintaining confidentiality, implementing access controls, reporting security concerns" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Security compliance demonstration" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Security compliance records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Follow organisational procedures, complying with policies, following established workflows, maintaining standards, seeking clarification when needed" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Procedure compliance documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Policy adherence records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Participate in training programs, attending training sessions, completing certifications, applying new knowledge, sharing learnings" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Training completion portfolio" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Training certificates and records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Develop technical skills, practicing new techniques, learning new tools, sharing experiences, documenting lessons learned" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Skills development documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.3.PLO.8.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Learning logs and contribution records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.3.PLO.8.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4 rdf:type owl:NamedIndividual , ; rdfs:comment "Competences around Strategy and Management" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4 - Strategy and Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1 rdf:type owl:NamedIndividual , ; ; , , ; , ; ; rdfs:comment "Formulate Digital Sustainability Strategies" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Developing enterprise sustainability strategies aligned with digital transformation" ; rdfs:label "D4S.DOM.4.PLO.1.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Defining esg goals with digital enablement roadmaps" ; rdfs:label "D4S.DOM.4.PLO.1.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Benchmarking against industry standards" ; rdfs:label "D4S.DOM.4.PLO.1.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Lead development of integrated sustainability strategies, taking responsibility for vision formulation, goal setting, stakeholder alignment, strategic planning" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Sustainability strategy document (organisational level)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Strategic plans developed and approved" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Align sustainability initiatives with business objectives, connecting environmental goals to value creation, securing executive commitment, integrating with corporate strategy" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Strategy alignment documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Business cases showing strategy-objective alignment" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Define digital enablement approaches for sustainability, identifying technology opportunities, prioritising digital initiatives, allocating resources, managing portfolios" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Digital enablement roadmap" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Technology roadmaps with prioritised initiatives" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Establish governance frameworks for digital sustainability, defining decision-making structures, assigning accountability, creating policies, ensuring compliance" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Governance framework design" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.1.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Governance structures established" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.1.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2 rdf:type owl:NamedIndividual , ; ; , , ; , ; ; rdfs:comment "Orchestrate Sustainability Transformation Programs" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Leading organisation-wide csrd implementation programs" ; rdfs:label "D4S.DOM.4.PLO.2.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Managing multi-year carbon neutrality initiatives" ; rdfs:label "D4S.DOM.4.PLO.2.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Coordinating cross-functional sustainability projects" ; rdfs:label "D4S.DOM.4.PLO.2.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Lead complex transformation programs, taking responsibility for program planning, resource management, milestone tracking, risk mitigation, stakeholder coordination" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Transformation program plan and execution evidence" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Program documentation showing leadership" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Orchestrate cross-functional initiatives, coordinating IT, operations, finance, procurement teams, managing dependencies, resolving conflicts, ensuring alignment" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Cross-functional coordination documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Cross-functional program management evidence" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Manage program governance and decision-making, establishing steering committees, defining escalation paths, conducting reviews, making go/no-go decisions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Program governance documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Steering committee materials, decision logs" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Balance strategic objectives with operational constraints, managing competing priorities, optimising resource allocation, adapting plans, maintaining momentum" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Resource optimisation and trade- off analysis" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.2.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Program management with demonstrated adaptability" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.2.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3 rdf:type owl:NamedIndividual , ; ; , , ; , , ; ; rdfs:comment "Steer Organisational Change and Culture" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Driving sustainability culture change across 1000+ employees" ; rdfs:label "D4S.DOM.4.PLO.3.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Managing resistance to new esg reporting requirements" ; rdfs:label "D4S.DOM.4.PLO.3.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Embedding circular economy practices" ; rdfs:label "D4S.DOM.4.PLO.3.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Lead organisational change initiatives, taking responsibility for change vision, stakeholder engagement, communication strategies, adoption monitoring" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Change initiative leadership portfolio" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Change leadership documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Assess and enhance change readiness, evaluating organisational culture, identifying barriers, designing interventions, building change capabilities" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Change readiness assessment and intervention plan" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Change management assessments and plans" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Manage resistance and build commitment, addressing concerns proactively, engaging sceptics, demonstrating benefits, celebrating successes" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Resistance management case study" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Stakeholder management with resistance resolution" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Embed sustainability in organisational culture, designing incentive systems, establishing practices, creating champions networks, measuring cultural shifts" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Culture change program with measured outcomes" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.3.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Cultural initiatives with measurable impact" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.3.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4 rdf:type owl:NamedIndividual , ; ; , , ; , , ; ; rdfs:comment "Govern Digital Sustainability Initiatives" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Establishing esg data governance boards" ; rdfs:label "D4S.DOM.4.PLO.4.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Defining digital sustainability policies" ; rdfs:label "D4S.DOM.4.PLO.4.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Managing sustainability technology investments" ; rdfs:label "D4S.DOM.4.PLO.4.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Establish governance structures for sustainability, creating boards and committees, defining roles and responsibilities, establishing decision-making processes" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Governance structure implementation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Governance boards/committees established" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Define policies and standards for digital sustainability, creating data governance policies, setting technology standards, ensuring regulatory compliance, managing risks" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Policy framework for digital sustainability" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Policies and standards documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Oversee sustainability technology investments, evaluating business cases, prioritising initiatives, allocating budgets, monitoring returns, ensuring value realisation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Investment portfolio management documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Investment decisions with tracked returns" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Ensure data security and privacy in sustainability systems, implementing controls, managing access, ensuring compliance with GDPR and data protection regulations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data security and privacy implementation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.4.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Security controls and compliance documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.4.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5 rdf:type owl:NamedIndividual , ; ; , , ; , , , ; ; rdfs:comment "Engage and Influence Stakeholders" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Securing board approval for sustainability investments" ; rdfs:label "D4S.DOM.4.PLO.5.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Engaging investors on esg strategy" ; rdfs:label "D4S.DOM.4.PLO.5.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Coordinating with supply chain partners on carbon reduction" ; rdfs:label "D4S.DOM.4.PLO.5.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Lead executive and board engagement, preparing board materials, presenting strategies, securing decisions, reporting progress" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Board presentation and decision documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Board materials with secured approvals" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Orchestrate stakeholder coalitions, identifying key influencers, building relationships, negotiating agreements, maintaining engagement" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Stakeholder coalition building case study" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Stakeholder engagement with documented outcomes" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Manage investor and external stakeholder relations, communicating ESG performance, responding to inquiries, managing expectations, building reputation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Investor relations materials and engagement log" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "ESG communications and investor interactions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Coordinate supply chain and partner engagement, setting supplier requirements, monitoring performance, driving collaborative initiatives, sharing best practices" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Supply chain engagement program" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.5.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Partner coordination with performance tracking" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.5.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6 rdf:type owl:NamedIndividual , ; ; , , ; , ; ; rdfs:comment "Formulate Data-Driven Sustainability Strategies" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Building business cases for data investments" ; rdfs:label "D4S.DOM.4.PLO.6.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Leading organisational data literacy initiatives" ; rdfs:label "D4S.DOM.4.PLO.6.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Driving strategic decisions with analytics" ; rdfs:label "D4S.DOM.4.PLO.6.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Lead development of data strategies for sustainability, taking responsibility for strategic roadmaps, capability assessments, investment prioritisation, change management" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data strategy roadmap (3-5 years)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Strategic data roadmaps developed and approved" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Build business cases for sustainability data initiatives, conducting cost-benefit analyses, quantifying ROI, analysing risks, presenting recommendations to leadership" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Business case for data initiative" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Business case documents with approved investments" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Drive organisational data literacy and culture, designing training programs, establishing communities of practice, promoting data-driven decision making, measuring maturity" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data literacy program design and metrics" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Data literacy programs implemented and measured" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Integrate data ethics and responsible AI principles, implementing fairness assessments, addressing algorithmic bias, ensuring transparency, establishing governance" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data ethics framework implementation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.6.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Ethics frameworks with fairness assessments" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.6.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8 rdf:type owl:NamedIndividual , ; ; , , ; , ; ; rdfs:comment "Coordinate Data Projects and Lead Cross-Functional Teams" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Leading cross-functional esg platform implementations" ; rdfs:label "D4S.DOM.4.PLO.8.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Managing data science teams" ; rdfs:label "D4S.DOM.4.PLO.8.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Coordinating with it and business stakeholders" ; rdfs:label "D4S.DOM.4.PLO.8.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Lead complex data projects from inception to deployment, taking responsibility for project planning, resource allocation, milestone tracking, quality assurance, stakeholder management" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data project portfolio (leadership role)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Project documentation showing leadership" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Manage and mentor data professionals, providing technical guidance, conducting code reviews, supporting skill development, evaluating performance, building team capabilities" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Team mentoring documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Mentoring records, code reviews, performance evaluations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Coordinate across organisational boundaries, engaging IT departments, business units, external partners, communicating technical concepts, negotiating requirements, managing conflicts" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Cross-functional coordination case study" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Stakeholder management documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Implement agile data science practices, organising sprints, facilitating retrospectives, managing backlogs, balancing exploration with delivery" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Agile data science implementation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.4.PLO.8.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Sprint documentation, retrospectives, backlogs" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.4.PLO.8.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5 rdf:type owl:NamedIndividual , ; rdfs:comment "Competences around Policy and Compliance" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5 - Policy and Compliance" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1 rdf:type owl:NamedIndividual , ; ; , , ; , , ; ; rdfs:comment "Configure and Integrate Sustainability Platforms" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Setting up esg reporting modules" ; rdfs:label "D4S.DOM.5.PLO.1.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Configuring emission calculation rules" ; rdfs:label "D4S.DOM.5.PLO.1.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Integrating data, e.g., from sensors into simple dashboards" ; rdfs:label "D4S.DOM.5.PLO.1.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Configure sustainability platform modules, following setup procedures, applying configuration settings, verifying functionality, documenting configurations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Platform configuration demonstration (actual system)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Configuration documentation from previous work" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Perform system customisation tasks, adapting templates, configuring workflows, setting user permissions, testing customisations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "System customisation practical" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Customisation work samples" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Integrate data sources with platforms, connecting databases, configuring data feeds, mapping data fields, verifying data flow" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data integration practical exercise" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Integration documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Test system configurations, executing test plans, identifying defects, documenting results, supporting remediation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Testing documentation portfolio" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.1.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Test plans and results" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.1.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2 rdf:type owl:NamedIndividual , ; ; , , , ; , ; ; rdfs:comment "Maintain Systems and Equipment" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Performing routine platform health checks" ; rdfs:label "D4S.DOM.5.PLO.2.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Collecting sensor data" ; rdfs:label "D4S.DOM.5.PLO.2.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Maintaining monitoring equipment" ; rdfs:label "D4S.DOM.5.PLO.2.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.T.4 rdf:type owl:NamedIndividual , ; rdfs:comment "Updating system configurations" ; rdfs:label "D4S.DOM.5.PLO.2.T.4" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Monitor system operations, checking system status, reviewing logs, identifying issues, performing routine maintenance" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "System monitoring demonstration" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Monitoring logs and reports" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Perform maintenance procedures, following schedules, executing routine tasks, documenting activities, escalating problems" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Maintenance procedure execution" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Maintenance records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Collect and manage environmental data, retrieving sensor data, validating measurements, organising data files, backing up data" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data collection practical" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Data management documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Maintain monitoring equipment, checking sensors and gateways, performing calibration, replacing batteries or components, documenting maintenance" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Equipment maintenance demonstration" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.2.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Equipment maintenance logs" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.2.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3 rdf:type owl:NamedIndividual , ; ; , , ; ; ; rdfs:comment "Troubleshoot Technical Issues" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Resolving data integration errors" ; rdfs:label "D4S.DOM.5.PLO.3.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Fixing simple dashboard display problems" ; rdfs:label "D4S.DOM.5.PLO.3.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Addressing user access issues" ; rdfs:label "D4S.DOM.5.PLO.3.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Diagnose technical problems, gathering symptoms, reviewing error messages, reproducing issues, identifying root causes" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Troubleshooting demonstration (actual issue)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Problem resolution documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Resolve system issues, applying fixes, implementing workarounds, testing solutions, verifying resolution" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Issue resolution practical" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Technical support records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Address connectivity problems, checking network connections, verifying configurations, resolving communication errors" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Connectivity troubleshooting exercise" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Network troubleshooting documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Escalate complex issues appropriately, documenting technical details, engaging vendor support, coordinating with specialists, tracking resolution" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Escalation procedure documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.3.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Escalation records and vendor coordination" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.3.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4 rdf:type owl:NamedIndividual , ; ; , , ; , , ; ; rdfs:comment "Support Platform Users" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Answering user questions about esg data entry" ; rdfs:label "D4S.DOM.5.PLO.4.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Conducting training sessions on dashboard use" ; rdfs:label "D4S.DOM.5.PLO.4.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Coordinating with software vendors" ; rdfs:label "D4S.DOM.5.PLO.4.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Respond to user support requests, receiving inquiries, clarifying issues, aiding, following up on resolutions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "User support session (observed, actual user)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Helpdesk records and user feedback" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Guide users on platform functionality, explaining features, demonstrating procedures, answering questions, providing tips" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "User guidance demonstration" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "User assistance documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Conduct user training sessions, preparing training materials, demonstrating system features, facilitating hands-on practice, answering questions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Training session delivery (observed, actual users)" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Training materials and delivery feedback" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Coordinate with vendors for support, logging vendor tickets, providing information, tracking resolution progress, communicating updates" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Vendor coordination documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.4.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Vendor communication records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.4.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5 rdf:type owl:NamedIndividual , ; ; , , ; , , ; ; rdfs:comment "Manage Incidents and Documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Tracking platform incidents using ticket systems" ; rdfs:label "D4S.DOM.5.PLO.5.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Documenting issues" ; rdfs:label "D4S.DOM.5.PLO.5.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Maintaining technical documentation" ; rdfs:label "D4S.DOM.5.PLO.5.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Log and track incidents, creating incident records, categorising issues, assigning priorities, updating status" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Incident logging demonstration" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Incident tickets from ticketing system" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Coordinate incident resolution, notifying stakeholders, coordinating with teams, implementing workarounds, monitoring progress" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Incident coordination practical" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Incident resolution documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Document incident details and procedures, recording symptoms, capturing troubleshooting steps, documenting solutions, creating knowledge articles" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Incident documentation portfolio" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Knowledge base articles created" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Analyse incident patterns, reviewing incident history, identifying trends, recommending improvements, preventing recurrence" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Incident trend analysis report" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.5.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Pattern analysis documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.5.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6 rdf:type owl:NamedIndividual , ; ; , , ; , , ; ; rdfs:comment "Maintain Technical Documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Writing documentation for system configurations" ; rdfs:label "D4S.DOM.5.PLO.6.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Maintaining procedure manuals" ; rdfs:label "D4S.DOM.5.PLO.6.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Organising documentation repositories" ; rdfs:label "D4S.DOM.5.PLO.6.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Create technical documentation, writing procedures, documenting configurations, preparing diagrams, organising information" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Technical documentation portfolio" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Technical documentation samples" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Maintain documentation currency, reviewing existing documents, updating procedures, incorporating changes, ensuring accuracy" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Documentation update practical" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Documentation maintenance records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Create user documentation, writing step-by-step guides, preparing quick reference materials, creating video tutorials, maintaining help content" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "User guide creation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "User documentation examples" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Organise documentation repositories, structuring documentation, implementing version control, managing access, ensuring discoverability" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Documentation repository management" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.6.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Documentation organisation systems" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.6.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7 rdf:type owl:NamedIndividual , ; ; , , ; ; ; rdfs:comment "Support Green IT Infrastructure" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Maintaining green it infrastructure including energy efficient servers" ; rdfs:label "D4S.DOM.5.PLO.7.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Monitoring power consumption" ; rdfs:label "D4S.DOM.5.PLO.7.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Performing preventive maintenance" ; rdfs:label "D4S.DOM.5.PLO.7.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Support energy-efficient IT infrastructure, monitoring power consumption, checking cooling systems, maintaining equipment logs, identifying inefficiencies" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Infrastructure support demonstration" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Green IT monitoring records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Perform preventive maintenance, following maintenance schedules, conducting routine checks, identifying potential issues, planning repairs" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Preventive maintenance practical" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Maintenance execution records" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Manage equipment lifecycle, tracking equipment status, planning replacements, coordinating installations, ensuring proper disposal" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Equipment lifecycle management" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Asset management documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Ensure system availability, responding to outages, implementing recovery procedures, testing systems after maintenance, documenting downtime" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "System availability management" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.7.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Availability reports and incident response logs" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.7.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9 rdf:type owl:NamedIndividual , ; ; , , ; , ; ; rdfs:comment "Optimise Energy Efficiency in Data Operations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.T.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Measuring and reducing ml training emissions" ; rdfs:label "D4S.DOM.5.PLO.9.T.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.T.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Implementing carbon-aware computing" ; rdfs:label "D4S.DOM.5.PLO.9.T.2" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.T.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Optimising data centre operations" ; rdfs:label "D4S.DOM.5.PLO.9.T.3" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.1 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Measure and report data operations carbon footprint, calculating emissions from compute, storage, networking; tracking over time; benchmarking against standards" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.1.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Data operations carbon footprint report" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.1.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.1.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Carbon accounting for data operations" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.1.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.2 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Implement energy-efficient ML practices, optimising model architectures, using efficient hardware, applying model compression, scheduling workloads during low-carbon periods" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.2.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Energy-efficient ML implementation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.2.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.2.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Green ML practices with measured reductions" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.2.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.3 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Design green data architectures, selecting energy-efficient technologies, implementing tiered storage strategies, optimising query performance, minimising data movement" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.3.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Green data architecture design" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.3.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.3.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Energy-efficient architecture documentation" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.3.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.4 rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Steer organisational carbon reduction initiatives, setting reduction targets, implementing measurement systems, reporting progress, engaging stakeholders" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.4.A rdf:type owl:NamedIndividual , ; ; ; rdfs:comment "Carbon reduction program with measurable results" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.4.A" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.DOM.5.PLO.9.ULO.4.V rdf:type owl:NamedIndividual , ; ; rdfs:comment "Organisational carbon reduction initiatives" ; rdfs:isDefinedBy ; rdfs:label "D4S.DOM.5.PLO.9.ULO.4.V" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.A.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Anticipates long term business requirements, influences improvement of organisational process efficiency and effectiveness. Determines the IS model and the enterprise architecture in line with the organisation’s policy and ensures a secure environment. Makes strategic IS policy decisions for the enterprise, including sourcing strategies." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.A.1 - Information Systems and Business Strategy Alignment" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.A.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Defines, validates and makes applicable service level agreements (SLAs) and underpinning contracts for services offered. Negotiates service performance levels taking into account the needs and capacity of stakeholders and business." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.A.2 - Service Level Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.A.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Addresses the design and structure of a business or product plan including the identification of alternative approaches as well as return on investment propositions. Considers the possible and applicable sourcing models. Presents cost benefit analysis and reasoned arguments in support of the selected strategy. Ensures compliance with business and technology strategies. Communicates and sells business plan to relevant stakeholders and addresses political, financial, and organisational interests." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.A.3 - Business Plan Development" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.A.4 rdf:type owl:NamedIndividual , ; rdfs:comment "Analyses and defines current and target status. Estimates cost-effectiveness, points of risk, opportunities, strengths and weaknesses, with a critical approach. Creates structured plans; establishes time scales and milestones, ensuring optimisation of activities and resources. Manages change requests. Defines delivery quantity and provides an overview of additional documentation requirements. Specifies correct handling of products, including legal issues, in accordance with current regulations." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.A.4 - Product / Service Planning" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.A.5 rdf:type owl:NamedIndividual , ; rdfs:comment "Specifies, refines, updates and makes available a formal approach to implement solutions, necessary to develop and operate the IS architecture. Identifies change requirements and the components involved: hardware, software, applications, processes, information and technology platform. Takes into account interoperability, scalability, usability and security. Maintains alignment between business evolution and technology developments." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.A.5 - Architecture Design" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.A.6 rdf:type owl:NamedIndividual , ; rdfs:comment "Analyses, specifies, updates and makes available a model to implement applications in accordance with IS policy and user / customer needs. Selects appropriate technical options for application design, optimising the balance between cost and quality. Designs data structures and builds system structure models according to analysis results through modelling languages. Ensures that all aspects take account of interoperability, usability and security. Identifies a common reference framework to validate the models with representative users, based upon development models (e.g. iterative approach)." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.A.6 - Application Design" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.A.7 rdf:type owl:NamedIndividual , ; rdfs:comment "Investigates latest ICT technological developments to establish understanding of evolving technologies. Devises innovative solutions for integration of new technology into existing products, applications or services or for the creation of new solutions." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.A.7 - Technology Trend Monitoring" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.A.8 rdf:type owl:NamedIndividual , ; rdfs:comment "Estimates the impact of ICT solutions in terms of eco responsibilities including energy consumption. Advises business and ICT stakeholders on sustainable alternatives that are consistent with the business strategy. Applies an ICT purchasing and sales policy which fulfills eco-responsibilities." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.A.8 - Sustainable Development" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.A.9 rdf:type owl:NamedIndividual , ; rdfs:comment "Devises creative solutions for the provision of new concepts, ideas, products or services. Deploys novel and open thinking to envision exploitation of technological advances to address business / society needs or research direction." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.A.9 - Innovating" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.B.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Interprets the application design to develop a suitable application in accordance with customer needs. Adapts existing solutions by e.g. porting an application to another operating system. Codes, debugs, tests and documents and communicates product development stages. Selects appropriate technical options for development such as reusing, improving or reconfiguration of existing components. Optimises efficiency, cost and quality. Validates results with user representatives, integrates and commissions the overall solution." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.B.1 - Application Development" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.B.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Integrates hardware, software or sub system components into an existing or a new system. Complies with established processes and procedures such as, configuration management and package maintenance. Takes into account the compatibility of existing and new modules to ensure system integrity, system interoperability and information security. Verifies and tests system capacity and performance and documentation of successful integration." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.B.2 - Component Integration" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.B.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Constructs and executes systematic test procedures for ICT systems or customer usability requirements to establish compliance with design specifications. Ensures that new or revised components or systems perform to expectation. Ensures meeting of internal, external, national and international standards; including health and safety, usability, performance, reliability or compatibility. Produces documents and reports to evidence certification requirements." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.B.3 - Testing" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.B.4 rdf:type owl:NamedIndividual , ; rdfs:comment "Following predefined general standards of practice carries out planned necessary interventions to implement solution, including installing, upgrading or decommissioning. Configures hardware, software or network to ensure interoperability of system components and debugs any resultant faults or incompatibilities. Engages additional specialist resources if required, such as third party network providers. Formally hands over fully operational solution to user and completes documentation recording all relevant information, including equipment addressees, configuration and performance data." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.B.4 - Solution Deployment" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.B.5 rdf:type owl:NamedIndividual , ; rdfs:comment "Produces documents describing products, services, components or applications to establish compliance with relevant documentation requirements. Selects appropriate style and media for presentation materials. Creates templates for document-management systems. Ensures that functions and features are documented in an appropriate way. Ensures that existing documents are valid and up to date." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.B.5 - Documentation Production" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.B.6 rdf:type owl:NamedIndividual , ; rdfs:comment "Engineers software and / or hardware components to meet solution requirements such as specifications, costs, quality, time, energy efficiency, information security and data protection. Follows a systematic methodology to analyse and build the required components and interfaces. Builds system structure models and conducts system behavior simulation. Performs unit and system tests to ensure requirements are met." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.B.6 - Systems Engineering" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.C.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Responds to user requests and issues, recording relevant information. Assures resolution or escalates incidents and optimises system performance in accordance with predefined service level agreements (SLAs). Understands how to monitor solution outcome and resultant customer satisfaction." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.C.1 - User Support" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.C.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Implements and guides the evolution of an ICT solution. Ensures efficient control and scheduling of software or hardware modifications to prevent multiple upgrades creating unpredictable outcomes. Minimises service disruption as a consequence of changes and adheres to defined service level agreement (SLA). Ensures consideration and compliance with information security procedures." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.C.2 - Change Support" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.C.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Ensures service delivery in accordance with established service level agreements (SLAs). Takes proactive action to ensure stable and secure applications and ICT infrastructure to avoid potential service disruptions, attending to capacity planning and to information security. Updates operational document library and logs all service incidents. Maintains monitoring and management tools (i.e. scripts, procedures). Maintains IS services. Takes proactive measures." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.C.3 - Service Delivery" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.C.4 rdf:type owl:NamedIndividual , ; rdfs:comment "Identifies and resolves the root cause of incidents. Takes a proactive approach to avoidance or identification of root cause of ICT problems. Deploys a knowledge system based on recurrence of common errors. Resolves or escalates incidents. Optimises system or component performance." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.C.4 - Problem Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Defines and makes applicable a formal organisational strategy, scope and culture to maintain safety and security of information from external and internal threats, i.e. digital forensic for corporate investigations or intrusion investigation. Provides the foundation for Information Security Management, including role identification and accountability. Uses defined standards to create objectives for information integrity, availability, and data privacy." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.1 - Information Security Strategy Development" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.10 rdf:type owl:NamedIndividual , ; rdfs:comment "Identifies and manages structured and unstructured information and considers information distribution policies. Creates information structure to enable exploitation and optimisation of information. Understands appropriate tools to be deployed to create, extract, maintain, renew and propagate business knowledge in order to capitalise from the information asset." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.10 - Information and Knowledge Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.11 rdf:type owl:NamedIndividual , ; rdfs:comment "Actively listens to internal / external customers, articulates and clarifies their needs. Manages the relationship with all stakeholders to ensure that the solution is in line with business requirements. Proposes different solutions (e.g. make-or-buy), by performing contextual analysis in support of user centered system design. Advises the customer on appropriate solution choices. Acts as an advocate engaging in the implementation or configuration process of the chosen solution." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.11 - Needs Identification" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.12 rdf:type owl:NamedIndividual , ; rdfs:comment "Understands the fundamental principles of digital marketing. Distinguishes between the traditional and digital approaches. Appreciates the range of channels available. Assesses the effectiveness of the various approaches and applies rigorous measurement techniques. Plans a coherent strategy using the most effective means available. Understands the data protection and privacy issues involved in the implementation of the marketing strategy." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.12 - Digital Marketing" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Defines, improves and refines a formal strategy to satisfy customer expectations and improve business performance (balance between cost and risks). Identifies critical processes influencing service delivery and product performance for definition in the ICT quality management system. Uses defined standards to formulate objectives for service management, product and process quality. Identifies ICT quality management accountability." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.2 - ICT Quality Strategy Development" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Defines and implements ICT training policy to address organisational skill needs and gaps. Structures, organises and schedules training programmes and evaluates training quality through a feedback process and implements continuous improvement. Adapts training plans to address changing demand." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.3 - Education and Training Provision" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.4 rdf:type owl:NamedIndividual , ; rdfs:comment "Applies a consistent procurement procedure, including deployment of the following sub processes: specification requirements, supplier identification, proposal analysis, evaluation of the energy efficiency and environmental compliance of products, suppliers and their processes, contract negotiation, supplier selection and contract placement. Ensures that the entire purchasing process is fit for purpose, adds business value to the organisation compliant to legal and regulatory requirements." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.4 - Purchasing" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.5 rdf:type owl:NamedIndividual , ; rdfs:comment "Develops technical proposals to meet customer solution requirements and provide sales personnel with a competitive bid. Underlines the energy efficiency and environmental impact related to a proposal. Collaborates with colleagues to align the service or product solution with the organisation’s capacity to deliver." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.5 - Sales Proposal Development" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.6 rdf:type owl:NamedIndividual , ; rdfs:comment "Develops the strategy for managing third party sales outlets. Ensures optimum commercial performance of the value-added resellers (VARs) channel through the provision of a coherent business and marketing strategy. Defines the targets for volume, geographic coverage and the industry sector for VAR engagements and structures incentive programmes to achieve complimentary sales results." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.6 - Channel Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.7 rdf:type owl:NamedIndividual , ; rdfs:comment "Drives the achievement of sales results through the establishment of a sales strategy. Demonstrates the added value of the organisation’s products and services to new or existing customers and prospects. Establishes a sales support procedure providing efficient response to sales enquiries, consistent with company strategy and policy. Establishes a systematic approach to the entire sales process, including understanding customer needs, forecasting, prospect evaluation, negotiation tactics and sales closure." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.7 - Sales Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.8 rdf:type owl:NamedIndividual , ; rdfs:comment "Provides and negotiates contract in accordance with organisational processes. Ensures that contract and deliverables are provided on time, meet quality standards, and conform to compliance requirements. Addresses non-compliance, escalates significant issues, drives recovery plans and if necessary amends contracts. Maintains budget integrity. Assesses and addresses supplier compliance to legal, health and safety and security standards. Actively pursues regular supplier communication." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.8 - Contract Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.D.9 rdf:type owl:NamedIndividual , ; rdfs:comment "Diagnoses individual and group competence, identifying skill needs and skill gaps. Reviews training and development options and selects appropriate methodology taking into account the individual, project and business requirements. Coaches and / or mentors individuals and teams to address learning needs." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.D.9 - Personnel Development" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.E.1 rdf:type owl:NamedIndividual , ; rdfs:comment "Interprets market needs and evaluates market acceptance of products or services. Assesses the organisation’s potential to meet future production and quality requirements. Applies relevant metrics to enable accurate decision-making in support of production, marketing, sales and distribution functions." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.E.1 - Forecast Development" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.E.2 rdf:type owl:NamedIndividual , ; rdfs:comment "Implements plans for a programme of change. Plans and directs a single or portfolio of ICT projects to ensure co-ordination and management of interdependencies. Orchestrates projects to develop or implement new, internal or externally defined processes to meet identified business needs. Defines activities, responsibilities, critical milestones, resources, skills needs, interfaces and budget, optimises costs and time utilisation, minimises waste and strives for high quality. Develops contingency plans to address potential implementation issues. Delivers project on time, on budget and in accordance with original requirements. Creates and maintains documents to facilitate monitoring of project progress." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.E.2 - Project and Portfolio Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.E.3 rdf:type owl:NamedIndividual , ; rdfs:comment "Implements the management of risk across information systems through the application of the enterprise defined risk management policy and procedure. Assesses risk to the organisation’s business, including web, cloud and mobile resources. Documents potential risk and containment plans." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.E.3 - Risk Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.E.4 rdf:type owl:NamedIndividual , ; rdfs:comment "Establishes and maintains positive business relationships between stakeholders (internal or external) deploying and complying with organisational processes. Maintains regular communication with customer / partner / supplier, and addresses needs through empathy with their environment and managing supply chain communications. Ensures that stakeholder needs, concerns or complaints are understood and addressed in accordance with organisational policy." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.E.4 - Relationship Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.E.5 rdf:type owl:NamedIndividual , ; rdfs:comment "Measures effectiveness of existing ICT processes. Researches and benchmarks ICT process design from a variety of sources. Follows a systematic methodology to evaluate, design and implement process or technology changes for measurable business benefit. Assesses potential adverse consequences of process change." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.E.5 - Process Improvement" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.E.6 rdf:type owl:NamedIndividual , ; rdfs:comment "Implements ICT quality policy to maintain and enhance service and product provision. Plans and defines indicators to manage quality with respect to ICT strategy. Reviews quality measures and recommends enhancements to influence continuous quality improvement." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.E.6 - ICT Quality Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.E.7 rdf:type owl:NamedIndividual , ; rdfs:comment "Assesses the implications of new digital solutions. Defines the requirements and quantifies the business benefits. Manages the deployment of change taking into account structural and cultural issues. Maintains business and process continuity throughout change, monitoring the impact, taking any required remedial action and refining approach." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.E.7 - Business Change Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.E.8 rdf:type owl:NamedIndividual , ; rdfs:comment "Implements information security policy. Monitors and takes action against intrusion, fraud and security breaches or leaks. Ensures that security risks are analysed and managed with respect to enterprise data and information. Reviews security incidents, makes recommendations for security policy and strategy to ensure continuous improvement of security provision." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.E.8 - Information Security Management" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.ECF.E.9 rdf:type owl:NamedIndividual , ; rdfs:comment "Defines, deploys and controls the management of information systems in line with business imperatives. Takes into account all internal and external parameters such as legislation and industry standard compliance to influence risk management and resource deployment to achieve balanced business benefit." ; rdfs:isDefinedBy ; rdfs:label "D4S.ECF.E.9 - Information Systems Governance" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/eCompetence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.OCC.1 rdf:type owl:NamedIndividual , ; "Analyse and document sustainability data" , "Communicate insights effectively within organisations" , "Maintain data quality" , "Prepare regulatory reports" ; "Progression Pathways: Graduates progress to Data Professional for Sustainability (DPS) for advanced data engineering/science roles, or Digital Sustainability Manager (DSM) for strategic leadership combining data expertise with organisational change management." ; "Competences cover e-CF areas D (Enable) and E (Manage), focusing on sustainability metrics, ESG data management, and regulatory reporting. Common platforms include Power BI, Tableau, open-source tools like Apache Superset, SAP Sustainability Control Tower, Enablon for ESG management, and Excel with carbon accounting extensions. Data workflows typically involve monthly facility data collection, validation, aggregation, dashboard updates, and regulatory submissions." ; rdfs:comment "The profile equips learners with skills to conduct sustainability data analysis and support regulatory reporting, for example by managing ESG data processes, developing sustainability KPIs, and ensuring data quality and governance." ; rdfs:isDefinedBy ; rdfs:label "D4S.OCC.1 - Data Analyst for Sustainability" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Occupation" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.OCC.2 rdf:type owl:NamedIndividual , ; "Architect data systems" , "Develop machine learning models" , "Establish governance frameworks" , "Lead strategic data initiatives for sustainability" ; "Progression Pathways: This master's-level (EQF 7) programme represents an advanced career destination. Graduates may pursue lateral Specialisation through Digital Sustainability Consultant (DSC) (combining data expertise with technical consulting) or advance to doctoral research in sustainability data science. Entry typically from Data Analyst for Sustainability (DAS) or equivalent bachelor's-level qualifications with professional experience." ; "Competences span e-CF areas A (Plan), B (Build), D (Enable), and E (Manage), encompassing advanced analytics, infrastructure architecture, compliance reporting, and data governance. Typical platforms include e.g. Apache Spark or Databricks for big data processing, e.g. Snowflake or Amazon Redshift for cloud warehousing, e.g., TensorFlow or PyTorch for machine learning, e.g. ThingWorx or Azure IoT Hub for environmental monitoring. Data flows involve multi-source ESG integration → real-time validation → scalable processing → ML inference → automated reporting." ; rdfs:comment "This profile prepares professionals to lead advanced data analytics, engineering, and science initiatives for sustainability." ; rdfs:isDefinedBy ; rdfs:label "D4S.OCC.2 - Data Professional for Sustainability" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Occupation" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.OCC.3 rdf:type owl:NamedIndividual , ; "Assess sustainability challenges" , "Design transformation roadmaps" , "Guide organisational change toward sustainable digital practices" , "Recommend digital solutions" ; "Manager (DSM) for broader competence portfolios. Progression to advanced consulting certifications or specialised doctoral research. Progression Pathways: This master's-level (EQF 7) programme represents an advanced destination for advisory roles. Graduates may pursue lateral Specialisation through Data Professional for Sustainability (DPS) (combining consulting with technical implementation) or Digital Sustainability Manager (DSM) (moving from advisory to internal management roles). Entry typically from sustainability, IT consulting, or digital transformation backgrounds." ; "Competences span e-CF areas A (Plan), D (Enable), and E (Manage), focusing on advisory and consulting rather than implementation. Typical platforms include e.g. sustainability assessment frameworks (GRI, CDP, SASB), e.g. maturity assessment tools, e.g. roadmap planning software (e.g. Miro, Lucidchart), and e.g. collaboration platforms for stakeholder engagement. Consulting flows involve client needs assessment → baseline evaluation → solution design → roadmap development → stakeholder engagement → impact measurement." ; rdfs:comment "This profile prepares professionals to provide expert advisory services on digital sustainability transformations, combining technical knowledge with consulting competences." ; rdfs:isDefinedBy ; rdfs:label "D4S.OCC.3 - Digital Sustainability Consultant" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Occupation" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.OCC.4 rdf:type owl:NamedIndividual , ; "Demonstrate measurable impact" , "Develop sustainability strategies" , "Govern digital sustainability initiatives" , "Manage transformation programs" , "Orchestrate stakeholder engagement" ; "Progression to executive education, advanced certifications (e.g. GRI, CDP), or doctoral research in sustainability leadership. Progression Pathways: This master's-level (EQF 7) programme represents a senior leadership destination. Graduates typically progress to C-suite positions (CSO, CDO) or pursue lateral Specialisation through Data Professional for Sustainability (DPS) (adding technical depth) or Digital Sustainability Consultant (DSC) (transitioning to advisory roles). Entry from Data Analyst for Sustainability (DAS) or management backgrounds." ; "Competences span e-CF areas A (Plan) and E (Manage), focusing on strategic management and organisational leadership. Typical platforms include e.g. project management tools (Asana, Monday.com), e.g. sustainability management platforms (SAP Sustainability Control Tower, Enablon), e.g. collaboration tools (Slack, Microsoft Teams), and e.g. reporting dashboards (Home Assistant, Power BI, Tableau). Management flows involve strategy formulation → program planning → resource allocation → stakeholder orchestration → governance monitoring → impact reporting." ; rdfs:comment "This profile prepares professionals to lead organisational sustainability transformations, integrating digital technologies with strategic sustainability management." ; rdfs:isDefinedBy ; rdfs:label "D4S.OCC.4 - Digital Sustainability Manager" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Occupation" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/D4S.OCC.5 rdf:type owl:NamedIndividual , ; "Configure sustainability platforms" , "Follow technical standards" , "Maintain documentation" , "Perform system maintenance" , "Support users" , "Troubleshoot technical issues" ; "Progression Pathways: Graduates progress to Data Professional for Sustainability (DPS) for advanced technical and analytical roles, combining operational expertise with data engineering/science competences. This EQF 5 programme provides practical foundation for bachelor's -level study or specialised technical certifications." ; "Competences span e-CF areas B (Build) and C (Run), focusing on implementation and operational support. Typical platforms include e.g. ESG management systems (SAP Sustainability Control Tower, Enablon, Greenstone), e.g. IoT environmental sensors and gateways (e.g. Monnit, Bosch), e.g. energy management systems (Schneider EcoStruxure, Siemens Navigator), and e.g. ticketing systems (e.g. Jira Service Management). Technical flows involve system configuration → data integration → user onboarding → ongoing monitoring → issue resolution → documentation updates." ; rdfs:comment "This profile prepares learners to implement and maintain digital sustainability technologies, providing technical support for ESG platforms and environmental monitoring systems." ; rdfs:isDefinedBy ; rdfs:label "D4S.OCC.5 - Sustainability Technical Specialist" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Occupation" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Essential rdf:type owl:NamedIndividual , ; rdfs:comment "An essential skill or knowledge domain." ; rdfs:isDefinedBy ; rdfs:label "Essential" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/EssentialSkill" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Optional rdf:type owl:NamedIndividual , ; rdfs:comment "An optional skill or knowledge domain." ; rdfs:isDefinedBy ; rdfs:label "Optional" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/OptionalSkill" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/Skills_and_Behaviour rdf:type owl:NamedIndividual , ; rdfs:comment "The dimension skills/behaviour describes competences related to actions and skills." ; rdfs:isDefinedBy ; rdfs:label "Skills and Behaviour" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/Competence" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/e-1 rdf:type owl:NamedIndividual , ; rdfs:comment "Level 1. Maps to EQF-3" ; rdfs:isDefinedBy ; rdfs:label "e-1" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/CompetenceLevel" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/e-2 rdf:type owl:NamedIndividual , ; rdfs:comment "Level 2. Maps to EQF-4 and EQF-5" ; rdfs:isDefinedBy ; rdfs:label "e-2" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/CompetenceLevel" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/e-3 rdf:type owl:NamedIndividual , ; rdfs:comment "Level 3. Maps to EQF-6" ; rdfs:isDefinedBy ; rdfs:label "e-3" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/CompetenceLevel" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/e-4 rdf:type owl:NamedIndividual , ; rdfs:comment "Level 4. Maps to EQF-7" ; rdfs:isDefinedBy ; rdfs:label "e-4" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/CompetenceLevel" ; owl:versionInfo "0.1" . ### https://www.openriskmanual.org/ns/d4s/e-5 rdf:type owl:NamedIndividual , ; rdfs:comment "Level 5. Maps to EQF-8" ; rdfs:isDefinedBy ; rdfs:label "e-5" ; rdfs:seeAlso "https://www.openriskmanual.org/wiki/CompetenceLevel" ; owl:versionInfo "0.1" . [ rdf:type ] . ### Generated by the OWL API (version 5.1.18) https://github.com/owlcs/owlapi/