DBT (Data Build Tool), Data Warehousing Concepts, Sql Development, Dimensional Modeling, Snowflake tuning techniques, Data quality testing, Deployment automation, Snowflake Data Cloud, SQL performance optimization, Data transformation patterns, Fivetran, CI/CD practices, Git-based development workflows