Azure DevOps, Sql, Data Warehousing Concepts, Azure Data Factory, Dimensional Modeling, Pyspark, Version Control Systems, Azure Databricks, Spark SQL, Python, GitHub Actions, data architecture principles, Azure Data Lake Storage Gen 2, snowflake schemas