AI Software Engineer III
mrisoftware · Baroda, India Office · Hybrid
Posted Oct 5, 2026
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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.
Experience
5+ years building software in Python.
2+ years building production LLM or agentic systems.
Track record of leading technical design and mentoring engineers.
Benefits
• Hybrid working arrangements (3 days WFO in a week) • Annual performance-related bonus • Health insurance • 6x Flexi: knock 2.5 hours off your day on anyday
About Us
From the day we opened our doors, MRI Software has built flexible, game-changing real estate software that powers thriving communities and helps make the world a better place to live, work and play. Fulfilling that mission is only possible because of one thing: exceptional people. People like you!
Our people-first approach to PropTech is defining a new industry standard for client experiences that, quite frankly, can’t be duplicated. Experiences that deliver real value every day. And we know those experiences begin with our people.
We believe MRI is more than just a workplace; it’s a connected community of people who truly…