Spark SQL, Pyspark, Databricks, Databricks SQL, Governance standards, Historical backfill, AI-assisted tools, MLflow, Cutover automation, Delta Live Tables, Schema conversion, Unity Catalog, Delta Lake, Data quality frameworks, Databricks Workflows, Dual-run validation