- Location
- Bangalore, India Office
- Type
- Full-time
- Department
- Engineering
- Source
- Workday
Description
About the Role
Join the Agora Orchestrator team at MRI Software to build production-grade AI agents and agentic workflows. You’ll work alongside senior engineers to ship agents that automate workflows across MRI’s product portfolio.
Responsibilities
- Build and maintain individual agents using LangChain and LangGraph.
- Develop and expose agent capabilities via FastAPI endpoints.
- Implement RAG pipelines — chunking, retrieval, vector search.
- Integrate MCP tools into agent workflows.
- Write evaluation tests and monitor agent performance.
- Collaborate with senior engineers on agent design and deployment.
Required Skills
- Programming: Python (proficient) — typing, async basics, packaging; Git, REST/JSON.
- Framework: LangChain + LangGraph (working knowledge — can build a single-agent flow with tools).
- Framework: FastAPI — building and exposing endpoints.
- ML / Python libraries: Working exposure to PyTorch, scikit-learn, NumPy, Pandas.
- Skills: Prompt engineering fundamentals.
- Skills: LLM basics — tokens, context windows, embeddings.
- Skills: RAG basics — chunking, vector search, retrieval.
Desired Skills
- Platform: Azure exposure (Functions, App Service, or Foundry).
- Platform: Azure Agent Framework (Python).
- Skills: MCP tool consumption experience.
- ML / Python libraries: PyTorch, scikit-learn, NumPy, Pandas.
- Skills: Agent evaluation basics (golden sets, regression tests).
- Data: SQL fundamentals; PostgreSQL, SQL server, vector stores (Azure AI Search, Pinecone etc.).
- Programming: Angular or React
Experience
2–5 years building software in Python.
Portfolio or coursework demonstrating LLM or ML work.
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!
