Senior Associate – AI ML Engineer

About the role

We are seeking an AI/ML Engineer with 3–5 years of hands-on experience building and deploying machine learning and Generative AI applications. You will contribute across the product lifecycle—from data preparation and experimentation to API development, evaluation, deployment, monitoring, and continuous improvement.

What you'll do

• Build and maintain end-to-end AI/ML and Generative AI applications, including data pipelines, model or prompt workflows, APIs, evaluation, deployment, and monitoring
• Design Retrieval-Augmented Generation (RAG) solutions using document ingestion, chunking, embeddings, vector search, reranking, citations, and access-aware retrieval
• Develop agentic AI workflows that use tools, structured outputs, state or memory, orchestration, guardrails, human-in-the-loop approvals, and failure recovery
• Integrate foundation models and AI services from commercial and open-source ecosystems; select models based on quality, latency, cost, privacy, and deployment constraints
• Implement prompt engineering, few-shot patterns, function/tool calling, structured output validation, and—where justified—fine-tuning or parameter-efficient tuning

What you need

• 3–5 yrs of experience
• Machine learning
• Python
• LLMs
• Pandas
• Scikit-learn
• AWS
• B.Tech or B.E. or B.Sc or BCA or M.Tech or MCA or M.Sc

Good to have

• SQL
• GCP
• MLOps
• Data modelling
• Elasticsearch
• Technical writing