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'''Chemical Metallurgist''': Chemical metallurgists are involved in the extraction of useable metals from ores and recycleable material. They study the proper * Prepare Extraction Proposals ...

...metals, alloys, oil and gas. They also assist in improving the methods of extraction. * Record Test Data ...

...d metals (alloys) into new shapes and properties. Metallurgists handle the extraction of metal ores and develop their use in metal processing techniques. They ma * Monitor Extraction Logging Operations ...

* Prepare Extraction Proposals * Interpret Extraction Data ...

'''Liquid Fuel Engineer''': Liquid fuel engineers evaluate liquid fuel extraction sites. They design and develop methods for extracting liquid fuels from und * Monitor Extraction Logging Operations ...

...medium term oil and gas production schedules and plans, such as drilling, extraction operations and waste management. They steer one or more units and oversee t * Monitor Extraction Logging Operations ...

...[Risk Reporting]] requirements<ref>BCBS 239, Principles for effective risk data aggregation and risk reporting, 2013</ref> ...uate its performance against [[Risk Appetite]]. It presupposes that [[Risk Data Integration]], that is available at the technical level ...

...ions, of systems for transporting and storing oil and natural gas, and for extraction of metals from ores. ...l surveys and in the design and layout of oil, natural gas and mineral ore extraction and transportation systems, and processing and refining plants for minerals ...

* biases originating in the availability of data * biases embedded in the data processing pipeline (extraction, cleaning, transformation) ...

...and if required, to a non-expert audience, and recommend ways to apply the data. * Data Models ...

...erent algorithms and IT tools as demanded by the situation and the current data. They might prepare reports in the form of visualisations such as graphs, c * Define Data Quality Criteria ...

...e / statistical analysis, whereby a material / significant amount of input data (required for performing the analysis or [[Model Development]]) is missing The causes of missing data can be varied: ...

...lating to [[Data Extraction]], [[Data Collection]], [[Data Storage]] and [[Data Transformations]] * The relevant sources of data and the global map of IT systems and databases involved in the calculation ...

...enable exploitation and optimisation of information and knowledge, manage data analysis and enable business intelligence. * Unstructured Data ...

...ce techniques (rules, frames, semantic nets, ontologies) and use knowledge extraction techniques and tools. They can design and build expert or artificial intell * Information Extraction ...

* Perform Data Cleansing * Manage Data ...

...enterprise-wide data administration and data mining functions. They ensure data are used as a strategic business asset at the executive level and implement * Manage Ict Data Classification ...

...and comply with metadata standards for digital content and update obsolete data and legacy systems. * Manage Ict Data Classification ...

Scope 3 emissions are other indirect emissions, such as the extraction and production of purchased materials and fuels, transport-related activiti ...emissions that occur in the supply chain (for example, from production or extraction of purchased materials) and ...

* Perform Data Mining * Data Mining ...