5+ years experience in a data engineering related role 3+ years of hands-on experience designing and building data pipelines and models Experience with data warehouse, data lake and enterprise data management platforms (Snowflake, Redshift, databricks, MySQL, Postgres, Oracle, RDS, AWS, GCP) Experience building data pipelines, models and infrastructure powering external, customer-facing analytics applications Solid grasp to data warehousing methodologies like Kimball and Inmon Experience working with a variety of ETL tools (FiveTran, dbt, Python etc) Experience with workflow orchestration management engines such as Airflow & Cloud Composer Hands on experience with Data Infra tools like Kubernetes, Docker Expert proficiency in SQL Strong Python proficiency Experience with ML Operations is a plus