Software Engineer III - Agentic AI

MRI Software
Vadodara, Gujarat, India

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: Azure Agent Framework (Python).
  • Skills: Fine-tuning (SFT/LoRA), model routing, cost/latency optimization, semantic caching.
  • Skills: Pydantic, DSPy, or similar typed/optimized agent frameworks.
  • Programming: Angular or React for Agent / Workflow Studio surfaces.
  • Platform: Azure DevOps or GitHub Actions, Bicep / Terraform IaC.
  • Data: PostgreSQL, SQL Server, semantic layer / dataset definition design.

Experience

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

Education

Bachelor’s/master’s degree in software engineering, Computer Science, or a related area

Benefits

  • Hybrid working arrangements
  • Annual performance-related bonus
  • 6x Flexi Anyday : knock 2.5 hours off your day
  • Medical insurance coverage for extended family members.

Engaging, fun & inclusive culture: check out the MRI Software APAC Insta feed and stories!

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 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!

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Questions about this job

How do I apply for the Software Engineer III - Agentic AI job at MRI Software?

Use the apply link on this page: you apply directly with MRI Software on LinkedIn. Before you do, score your resume against this job description on Fitboard. It shows which skills and keywords the job asks for that your resume doesn't show, so you can fix them first.

What skills does MRI Software want for this Software Engineer III - Agentic AI role?

The job description asks for Python (expert), LangGraph in production, LangChain, FastAPI, Azure Foundry Agent Service, Azure Functions, AI agentic orchestration and agentic patterns and MCP server design and authoring. Make sure your resume shows the ones you have, in the words the job uses: applicant tracking systems look for them.

How can I get a job at MRI Software?

Apply to the MRI Software roles that match your experience, and tailor your resume to each job description: for this role that means showing Python (expert), LangGraph in production, LangChain. A resume that matches the job's own keywords is more likely to get past screening. Fitboard scores your resume against this exact job for free.

Is this Software Engineer III - Agentic AI job remote or onsite?

This is based in Vadodara, Gujarat.

Is it free to apply? Does Fitboard charge anything?

Applying is free: you apply directly with MRI Software, and this job page and its apply link cost nothing. Checking your resume against this job is free too, with 3 free scans when you sign in and no credit card needed.

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