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Senior Machine Learning Engineer - Mumbai
ConfidentialMumbai, India8 days ago
Job descriptionBuild and scale ML pipelines for Nova's 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 Round 1 : Technical screening Round 2 : ML System Design Round 3 : Coding and Hands-on Evaluation Round 4 : Cultural Fit and Founder Discussion
Requirements
- 4–5 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
Job Details
Location : Mulund, Mumbai
Interview process
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Skills Required
Tensorflow, Pytorch, Docker, Postgres, Flask, Python, Aws, Google, Gcp, FastAPI, Kubernetes
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Senior Machine Learning Engineer • Mumbai, India