Design, build, and maintain scalable ETL/ELT pipelines and lakehouse architectures on Azure Databricks. Implement batch and streaming workflows, enforce data modeling and governance, optimize Spark transformations, deploy using CI/CD and IaC, mentor junior engineers, and collaborate with data scientists to productionize ML models.