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The Azure with Databricks Engineer is responsible for designing, implementing, and managing Azure-based solutions that ensure scalability, reliability, and security. This role involves working with various Azure services to build robust data processing and analytics solutions, collaborating with data scientists and analysts, and optimizing data workflows.