Business Data Analyst

Role Summary 

Reporting to the Technical Product Owner, Enterprise POS, the Business Data Analyst role translates business questions from the Business Units, CoEs, CoCs, and Global Business Solutins into well-formed requirements and user stories and serves as the platform's first line of quality by profiling sources, developing test cases, and running QA and UAT before anything reaches enterprise release. The Business Data Analyst is also the operational steward of product attribution providing hands-on hierarchy management during platform build-out, evolving into a hierarchy-evolution partnership with the Enterprise Data Architect as the governed masters mature. 

What You'll Own 

Business Requirements & User Stories 

• Translate business questions from BUs, Commercial Excellence, Finance, Supply Chain, and other key partners into data and reporting requirements. 

• Write business-facing user stories with testable acceptance criteria. 

• Document business logic, metric definitions, and data dictionaries for assigned domains. 

• Maintain traceability from business requirements to delivered assets. 

Data Profiling, QA & UAT  

• Profile new and existing data sources using SQL and built-in profiling tooling for completeness, consistency, and fitness for intended business use. 

• Develop test cases and acceptance criteria for POS data products, maintained as permanent regression sets. 

• Execute QA and UAT, reconciling metrics against trusted baselines before enterprise release. 

• Surface profiling and QA findings to the Technical Product Owner, Enterprise Data Architect and delivery leads as the evidence base for governance discussions and decisions. 

Demand Shaping & Enterprise Asset Reuse 

• Evaluate business requests against existing assets championing data product reuse.   

• Feed prioritized demand and use cases to the Technical Product Owner with clear business context. 

• Participate in intake triage and discovery spikes for unprofiled sources. 

Attribution & Hierarchy Stewardship 

• Actively manage product hierarchies and attribution mappings during platform build-out, serving as operational owner of current-state attribution. 

• Serve as the analytics-facing consumer of the governed masters and attribution crosswalk, surfacing gaps to the Enterprise Data Architect. 

• Partner with the Enterprise Data Architect on produ