Hands-on experience implementing ETL (or ELT) best practices at scale Hands-on experience with data pipeline tools (Airflow, Luigi, Azkaban, dbt) - we use Airflow and dbt Professional experience using Python for data processing Knowledge of and experience with data-related Python packages Experience with software engineering best practices like version control and using Git Experience with cloud environments e