Senior AI/ML Engineer

2 days ago

Hyderabad, Telangana, India ValueLabs Full time

We are looking for a Senior AI/ML Engineer to design and implement the intelligence layer for a competitive intelligence MVP.

The role involves building a product matching engine using LLMs, embeddings, and vector search, developing ML scoring models, and integrating a human-in-the-loop (HITL) review interface. You will work within an Azure-first architecture (Azure OpenAI, Databricks, Azure AI Search, Azure Functions) and collaborate closely with data engineering and BI teams to deliver production-ready solutions in a fast-paced timeline.

Key Responsibilities


• AI/ML Development o Build product matching engine using embeddings and vector search (Azure AI Search).

o Train and deploy ML scoring models for match confidence. o Implement feedback loops from HITL UI for continuous improvement.


• Data Preparation o Define and validate schemas for normalized product data (Silver layer).

o Ensure data quality, deduplication, and unit/size normalization.


• Integration & Deployment o Expose ML models as APIs (Azure Functions/FastAPI). o Implement MLOps practices (MLflow, CI/CD, monitoring, drift detection).

o Collaborate on HITL UI integration and Gold layer stabilization.


• Collaboration & Documentation o Work with Data Engineering and BI teams for end-to-end delivery.

o Provide architecture diagrams, runbooks, and model documentation.

Requirements

Must-Have Skills


• 5+ years in AI/ML engineering with production deployments.


• Expertise in Azure OpenAI, embeddings, vector search, and semantic retrieval.


• Strong Python (pandas, scikit-learn; PyTorch/TensorFlow a plus).


• Experience with Databricks, MLflow, and Azure Functions.


• Knowledge of document extraction (Azure Document Intelligence or similar).


• Hands-on MLOps: CI/CD pipelines, model registry, monitoring.

Nice-to-Have


• Retail/product data experience (unit/pack normalization).


• HITL UI development (React/Streamlit).


• Familiarity with IaC (Bicep/Terraform) and Power BI integration.

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