Who you are 3+ years of experience in analytics engineering, data analytics, or a hybrid data role Deep expertise in SQL and dbt Experience with BigQuery or comparable cloud data warehouses (Snowflake, Redshift) Experience working in a regulated industry (healthcare, fintech, insurance, government)