About MRI Software & AI at MRI
MRI Software is a global leader in PropTech, delivering AI-powered solutions that transform real estate operations, decision-making, and tenant experiences. As part of our AI-first strategy, our AI team develops advanced solutions including LLMs, Vision AI, machine learning models, and Agentic AI workflows.
Role Overview
As a Junior AI Developer, you will support the development and deployment of AI/ML models in NLP, Vision, and structured data, assist in building prompt workflows for LLMs, and contribute to Azure-based AI deployments.
Key responsibilitiesDesign, build, and maintain production services/APIs that integrate machine learning models; ensure high test coverage and clean, maintainable code.
Develop data pipelines (ingest/clean/feature engineering), train/evaluate models (classic ML or DL).
Ship via CI/CD, monitor runtime health (logs/metrics), and triage issues with support and product partners when escalated.
Collaborate cross?functionally (product, QA, cloud/DevOps) to plan, refine, and deliver increments each sprint; participate in code reviews and knowledge sharing.
Follow security gates and bug?bar policy (e.g., integrated static analysis and policy scans on release branches); remediate findings before deployment.
Contribute to AI?enablement: maintain repo?specific AI instruction files (e.g., copilot-instructions.md) so Copilot/Agent Mode reflects our architecture and conventions.
Good at cross team collaboration
Mentor junior team members and provide technical leadership
Skills requiredPython mastery plus one ML/DL framework (scikit?learn, PyTorch/TensorFlow, Langchain & Langraph ); clean, tested code and solid Git/CI discipline.
Data pipelines in pandas/SQL; reproducible feature engineering and clear documentation of datasets and experiments. Should be proficient in vectorDB for ingestion/retrieval of data
Model evaluation by writing integration test
MLOps & serving: containerization (Docker), FastAPI/TorchServe, automated checks in CI/CD, safe rollbacks; tune latency/throughput.
Awareness of code following guidelines from Bitsight and veracode
GenAI/LLM & collaboration: prompt/schema design, LoRA/prompt?tuning, maintain repo AI instruction files; communicate trade?offs and mentor juniors.
Good at RAG workflow
Hands-on experience with LLMs (GPT-4/GPT-4o, prompt engineering, function calling, structured outputs)
Vector databases and embeddings
LangChain/LangGraph or similar AI orchestration frameworks
Azure cloud platform (OpenAI, Redis, Cosmos DB, deployment pipelines)
AI/ML: Azure OpenAI (GPT-4o, GPT-4o-mini), LangGraph, LangChain, text-embedding-ada-002
Databases: ChromaDB (vectors), Azure Cosmos DB, PostgreSQL, Redis
EducationDegree in Computer Science, Software Engineering or related software engineering experience
Benefits:Ability to learn leading technical / industry standards and technologies
Hybrid working arrangements (2 or 3 days in the office)
Annual performance-related bonus
6x Flexi Anyday: knock 2.5 hours off any day
Engaging, fun & inclusive culture: check out the MRI Software APAC Insta feed and stories!
About the business:MRI Software is a global Proptech leader delivering innovative applications and hosted solutions that free real estate companies to elevate their business.
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