Databricks data engineering features are a robust environment for collaboration among data scientists, data engineers, and data analysts. Data engineering tasks are also the backbone of Databricks machine learning solutions. Note If you are a data analyst who works primarily with SQL queries and BI tools, you might prefer Databricks SQL. The data engineering documentation provides how-to guidance