Familiarity with data science concepts, as well as Meta Data Management (MDM), business intelligence, and data warehouse design and implementation techniques. Understanding of metamodels, taxonomies and ontologies, as well as of the challenges of applying structured techniques (data modeling) to less-structured sources.