About the role

Machine Learning Engineer
Amro Data Labs (ADL India) · India GCC · Real Estate AI & Data
LOCATION TYPE
Bengaluru - North Bengaluru FTE

EXPERIENCE
4–7 years

Confidential · Prepared for Amro Data Labs · March 2026 Page 1
We are looking for a hands-on Machine Learning Engineer to design and deploy production-grade AI/ML systems
for real estate applications — spanning LLMs, computer vision, and forecasting. Join ADL India at GCC inception
stage, with direct exposure to senior leadership and a clear path to full-time employment.

KEY RESPONSIBILITIES
• Design and deploy production ML models for property valuation, market forecasting, and demand prediction
• Build and optimise RAG systems for intelligent lease and contract document processing
• Develop computer vision models for property image analysis and floor plan processing
• Fine-tune LLMs for real estate domain adaptation and specific use cases
• Build robust MLOps pipelines — training, versioning, CI/CD, monitoring, and drift detection
• Optimise model performance for latency, throughput, and cost efficiency in production
• Collaborate with the London data team to translate business problems into ML solutions

REQUIRED TECHNICAL SKILLS
Python Expert-level; production-quality code, strong software engineering fundamentals
ML Frameworks Deep expertise in PyTorch or TensorFlow; scikit-learn, XGBoost, LightGBM
LLM / RAG Hands-on with OpenAI, Anthropic, or Google APIs; LangChain/LlamaIndex; RAG

architectures

Vector DBs Production experience with Pinecone, Weaviate, or Chroma
MLOps MLflow or W&B; model versioning, A/B testing, drift monitoring in production
Cloud AWS SageMaker or Azure ML; Docker and Kubernetes for model deployment

IDEAL PROFILE & EDUCATION
• 3+ years deploying ML models in live production environments (not just training)
• Track record of model serving at 10,000+ predictions/day with sub-100ms latency
• Experience in NLP/Document AI, Computer Vision, or Time Series Forecasting
• Background in PropTech, FinTech, or Search/Recommender systems is a strong plus
• B.Tech / M.Tech / M.Sc in Computer Science, Data Science, or a related quantitative field

WHAT WE OFFER
• Build AI systems shaping real investment decisions across UK and European real estate markets
• Direct collaboration with London-based senior data and technology leadership
• Competitive CTC with performance bonus, L&D; budget, and flexible work arrangements
• Group health insurance (self + family) from Day 1 · Clear contract-to-FTE conversion path

Machine Learning Engineer Amro Data Labs (ADL India)

Confidential · Prepared for Amro Data Labs · March 2026 Page 2
4 interview rounds including 2 technical rounds — all completed within 2–3 weeks.