Business Data Analyst

Reporting to the Technical Product Owner,   Enterprise POS,   th e   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 B usiness   D ata   A nalyst   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.

Business Requirements & User Stories   Translate business questions from   BUs, Commercial Excellence,   Finance, S upply 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   A ctively 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.   P artner with the   Enterprise Data   Architect on   product   hierarchy evolution   including   category changes, item onboarding gaps, and rules needing revisio n,   with changes approved through the Architect's change process.   Validate downstream impact of hierarchy and attribution changes before they are promoted.     Support   BU   Platform   Configuration    Configure   BU-specific   data and   reporting   views within   the enterprise POS platform   to solve challenges where   a standard or common solution is not   feasible .        Partner with the BI Delivery Leader to keep BU views aligned to the enterprise foundation .    Analyze usage and feedback to recommend enhancements or retirement.     Documentation & Knowledge Management   Own requirements, user stories, test cases, UAT results, and data dictionaries for assigned domains.   Document attribution and hierarchy decisions made during transitional   stewardship   so tribal knowledge is codified, not recreated.   Contribute definitions and business logic to the enterprise knowledge base.   Champion a "documented once, reused everywhere" culture from the demand side.

Education & Experience   Bachelor's degree or higher in a related field, or equivalent professional experience.   Substantial experience as a business or data analyst in an analytics environment, with   demonstrated   requirements-to-delivery ownership.   Proven experience developing and executing structured