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.

Desired Skills
- Platform:Azur

📌 Software Engineer Iii (Vadodara)
🏢 MRI Software
📍 Vadodara