Data Management certification (for example, Certified Data Management Professional), Driving taxonomy development and application particularly with large and complex sets of information, Industry experience (for example, retail, supply chain, eCommerce, healthcare), Master's degree in Mathematics, Finance, Computer Science, Data Architecture, Supervisory. Option 3: Master's degree in Business, Mathematics, Finance, Computer Science, Data Architecture, or related field and 3 years' experience in in data stewardship, data management, database administration, data analytics, or related field.