Partner with business units and subject matter experts to identify, analyze, and refine business and technical requirements for data driven applications and products under development or enhancement. Document detailed functional requirements and data mappings, including attribute level source to target mappings, transformations, and derivations for specific applications or data products. Perform end to end data analysis throughout the product lifecycle to ensure delivery of high quality, trusted