Own and evolve dbt project, ensuring models are performant, tested, and documented. Design and maintain Snowflake data warehouse and ingestion processes. Use modern data modeling best practices to create core entities and datasets. Implement testing and observability for analytics pipelines. Enforce CI/CD best practices, including automation, linting, tests, code review, and approvals. Standardize metric definitions and ensure consistent computation across tools. Act as data liaison between Engineering, GTM, and Finance. Enable stakeholder self-service access to trusted insights. Drive data literacy and evangelize best practices in querying, dashboarding, and interpreting metrics.