? Hands-on agentic AI / LLM engineering: building and operating MCP servers, agent workflows, prompt design, and output validation.
? REST API integration: Microsoft Fabric, Power BI, Tableau Server, SSRS, Azure DevOps, Azure Resource Manager.
? Code analysis tooling: SQL parsing, PySpark/DAX comparison, NLP-based semantic similarity, dependency graph construction.
? Strong SQL and Python; Git repository automation.
5+ years data engineering or platform automation; 1?2+ years hands-on LLM/agentic systems (MCP, agent frameworks) in production or client-delivery settings.