The role incorporates the AI Software Engineering scope covering agents, intents, tools, prompts, RAG, backend services and AI features, combined with production-grade Python/FastAPI development, LLMOps, AI quality and observability. Desirable experience: Microsoft Agent Framework, Model Context Protocol (MCP), Cosmos DB/NoSQL, Redis, APIM, GitHub Actions, responsible AI and FinOps/token-cost optimization.