Define, implement, and maintain core customer-facing metrics Investigate data quality concerns, pipeline issues, and metric discrepancies Analyze and transform large datasets to generate insights Develop and maintain data validation, monitoring, and quality-assurance processes Collaborate cross-functionally with engineers, technical product managers, and customer-facing teams Build internal documentation, queries, and lightweight tooling