Builds and maintains governed datasets, dashboards, and reporting solutions for pharmaceutical commercial teams. Translates business questions into actionable views, connects CRM, territory, sales, incentive compensation, promotional, and campaign data, investigates discrepancies, and maintains data quality, lineage, and refresh logic. Supports segmentation, dynamic targeting, AI-enabled analysis, and contractor delivery while coordinating with backend data, IT, platform, and business stakeholders.