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 design: Multi-tenant SaaS, idempotency, retries, queueing.

Exper

📌 AI Software Engineer III (Vadodara)
🏢 MRI Software
📍 Vadodara