ISCO Occupation Group 2511.3 Data Scientist
From Open Risk Manual
Definition
Data Scientist: Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.
Essential Skills
- Data Models
- Interpret Current Data
- Statistics
- Develop Data Processing Applications
- Data Mining
- Perform Data Cleansing
- Handle Data Samples
- Normalise Data
- Implement Data Quality Processes
- Information Extraction
- Visual Presentation Techniques
- Report Analysis Results
- Collect Ict Data
- Build Recommender Systems
- Information Categorisation
- Design Database Scheme
- Manage Data Collection Systems
- Deliver Visual Presentation Of Data
- Query Languages
- Establish Data Processes
- Execute Analytical Mathematical Calculations
- Online Analytical Processing
- Resource Description Framework Query Language
Optional Skills
- Create Data Models
- Manage Data
- Define Data Quality Criteria
- Perform Data Mining
- N1Ql
- Integrate Ict Data
- Manage Ict Data Architecture
- Unstructured Data
- Ldap
- Xquery
- Business Intelligence
- Manage Ict Data Classification
- Data Quality Assessment
- Mdx
- Linq
- Sparql
Alternative Names
- Data Scientists
- Data Engineer
- Research Data Scientist
- Data Expert
- Data Research Scientist
