About the Role
Lead the design and delivery of multi-agent systems on the Agora Orchestrator platform at MRI Software. You’ll architect agent orchestration, author MCP servers, design RAG systems, and set the engineering standards the team follows.
Responsibilities:
- ### Design and implement multi-agent orchestration using LangGraph (state, checkpointing, human-in-the-loop).
- ### Author MCP servers — tool schemas, auth, error contracts, versioning.
- ### Architect RAG systems — retrieval strategy, reranking, hybrid search, evaluation.
- ### Build and maintain the agent evaluation and observability stack.
- ### Deploy and operate agents on Azure Foundry Agent Service and Azure Functions.
- ### Establish agentic patterns and reference implementations for the team.
- ### Mentor junior engineers and lead technical design reviews.
Required Skills:
- ### Programming: Python (expert) — async, typing, packaging, performance.
- ### Framework: LangGraph in production — multi-agent orchestration, state management, checkpointing, human-in-the-loop.
- ### Framework: LangChain (tools,



retrievers, callbacks) and FastAPI (async, auth, streaming).
- ### Platform: Azure Foundry Agent Service (provisioning, threads, tool wiring) and Azure Functions.
- ### Skills: AI agentic orchestration and agentic patterns — planner/executor, supervisor, reflection, tool use, multi-agent collaboration.
- ### Skills: MCP server design and authoring — tool schemas, auth, error contracts, versioning.
- ### Skills: RAG architecture — retrieval strategy, hybrid search, reranking, evaluation.
- ### Skills: Prompt engineering with structured eval frameworks (LangSmith, Promptfoo, or equivalent).
- ### Skills: Agent observability — tracing, App Insights, token/cost telemetry, failure-mode analysis.
- ### ML / Python libraries: PyTorch, Hugging Face Transformers, sentence-transformers, scikit-learn, NumPy, Pandas.
- ### Skills: Identity — Okta, OAuth2, JWT (client_id propagation, scopes).
- ### System des

📌 Senior Software Engineer V (Vadodara)
🏢 MRI Software
📍 Vadodara