AI Software Engineer III

Role overview

AI Software Engineer III at MRI Software

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 qualifications

• 5+ years building software in Python.
• 2+ years building production LLM or agentic systems.
• Track record of leading technical design and mentoring engineers.

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.

Employment details

• 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
• Location: Baroda [India Office]

About the employer

• 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 feel they belong.
• Whether we’re investing in employee resource groups or providing tailored resources for each person to reach their full potential, we’re passionate about creating a work environment that makes you excited to show up every single day.
• At MRI, one of our core values is to strive to amaze.
• From the intelligent solutions we create to the culture we cultivate, that’s our goal every day.
• Because that’s what industry leaders do.
• Whether you’re joining as a new Pride member or rejoining us after a short time away, your talent is vital to us, our partners and our clients.
• Amazing growth requires amazing employees.
• Are you up to the challenge?
• We know confidence gap and imposter syndrome can get in the way of meeting remarkable candidates, so please don’t hesitate to apply.
• We’d love to hear from you!
• MRI is proud to be an inclusive employer.
• We welcome and celebrate diversity across all backgrounds, including ethnicity, religion, sexual orientation, gender identity, disability, age, military, veteran status and more.
• We believe that Belonging is a direct result of Diversity, Equity, and Inclusion.
• Those values are woven into the fabric of who we are and are foundational to our continued success.
• Come and see for yourself!