Own core business metrics end-to-end: design, implement, test, document, and maintain them in dbt and Snowflake. Convert ad-hoc analyses into durable, reusable warehouse artifacts. Implement and maintain automated data tests, monitors, and lineage; integrate them into CI. Troubleshoot ingestion and transformation issues and ship fixes upstream. Partner closely with other teams to ensure data is performant, stable, and production-ready for models. Support product and commercial teams with analysis and insights. Improve self-serve documentation, tools, and onboarding. Surface platform roadmap work: identify recurring needs that should become new marts, schemas, or pipelines.