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Senior Machine Learning Engineer - Mumbai

4 - 6 years

0 Lacs

mumbai maharashtra india

Posted:2 weeks ago| Platform: Foundit logo

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Skills Required

embeddings data pipelines rag systems ray ci cd langgraph vector dbs ml systems langchain google llms llm eval tools event-driven systems anthropic pgvector vllm openai

Work Mode

On-site

Job Type

Full Time

Job Description

Requirements

  • 45 years of experience as an ML Engineer or Applied Scientist in production
  • Strong Python skills (FastAPI/Flask), with PyTorch or TensorFlow
  • Proficient in building data pipelines and deploying ML systems
  • Experience with LLMs, embeddings, RAG systems, and vector DBs (PGVector/Postgres preferred)
  • Hands-on with multiple LLM providers (OpenAI, Anthropic, Google, open-source)
  • Knowledge of containerization and deployment (Docker, Kubernetes, AWS/GCP, CI/CD)
  • Bonus: Familiarity with LangGraph/LangChain, vLLM, Ray, LLM eval tools, or event-driven systems

Responsibilities

  • Build and scale ML pipelines for Novas AI teammates
  • Implement agentic AI workflows with LLMs and orchestration frameworks
  • Design and optimize RAG pipelines for performance and accuracy
  • Build connectors to integrate AI with external systems
  • Fine-tune models for domains like finance, legal, and tax
  • Monitor model performance, optimize for cost, latency, and reliability
  • Lead best practices for scalable, production-grade ML

Job Details

Location: Mulund, Mumbai

Interview process

  • Round 1: Technical screening
  • Round 2: ML System Design
  • Round 3: Coding and Hands-on Evaluation
  • Round 4: Cultural Fit and Founder Discussion

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