Understanding current architecture and design principles of Databricks echo system Handson experience with Managing and securing data assets in Databricks using Unity Catalog. Understanding Monitoring and observability using Datadog. Handson experience with Python / Pyspark scripts for data processing and analysis. Deep understanding of the datasets being used. Experience of Version control with GitHub and automating workflows using GitHub Actions. Experience with DevOps for CI/CD pipeline configurations. Knowledge of current AI coding assistants like GitHub Copilot and Databricks Assistant being used Good understanding of transactional and dimensional data models