This role will design and implement scalable data engineering patterns, reusable automation frameworks, and autonomous or human-guided AI agents that reduce manual effort, improve engineering productivity, strengthen delivery quality, and advance an AI-enabled data engineering SDLC across planning, architecture, design, development, testing, deployment, monitoring, and production support. It requires hands-on expertise with Microsoft Foundry, Azure AI services, Databricks Mosaic AI, LangChain, LangGraph, vector search technologies, agent orchestration frameworks, Apache Spark, Python, SQL, Databricks, and Microsoft Fabric to deliver reliable, observable, and production-ready data engineering and AI automation solutions.