5+ years of proven professional Databricks and/or Snowflake 4+ years Python Development Object Oriented Programming 3+ years Distributed Data Processing (PySpark, Snowpark) Proficient CI/CD practices Automated data pipeline orchestration Data observability – Logging, Monitoring, and Alerting Databri