5+ years of hands-on experience in data engineering Working with DBT (Core or Cloud) and Snowflake Familiarity with systems like GitHub, Amazon RDS, PostgreSQL Extensive knowledge of SQL and NoSQL data stores Production experience working with and managing a Snowflake deployment Production experience using dbt Cloud or other source-driven transformation management tools Experience with operational database management, including backup, recovery, tuning, data modeling, scaling Must be self-motivated, focused, and highly committed to delivering value