Senior Associate - Ai | Ml Engineer

TIAA Jobs

Mumbai, India
Generative ai solutions
Retrieval-augmented generation (rag)
Llm apis and vector databases
Design and implement end-to-end Generative AI solutions that address complex business challenges, with a strong focus on scalability, reliability, and production readiness

Job Summary

  • Design and implement end-to-end Generative AI solutions that address complex business challenges, with a strong focus on scalability, reliability, and production readiness.
  • Build and maintain Retrieval-Augmented Generation (RAG) pipelines by integrating vector databases such as Pinecone, Weaviate, and FAISS with embedding models and large language models (LLMs) to deliver context-aware, knowledge-grounded responses at scale.
  • We equip our associates with future-focused skills and AI tools that enable us to advance our mission.

Matching Summary

Design and implement end-to-end Generative AI solutions that address complex business challenges, with a strong focus on scalability, reliability, and production readiness.

Skills & Requirements

Must-have

  • Generative AI solutions
  • Retrieval-Augmented Generation (RAG)
  • LLM APIs and vector databases
  • model evaluation frameworks
  • fine-tuning techniques (SFT, RLHF, LoRA)
  • production-grade AI systems
  • Python programming

Nice-to-have

  • multi-modal AI capabilities
  • low-code AI agent platforms
  • cloud environments (AWS, Azure, GCP)
  • responsible AI principles
  • MLOps practices and tools

Key Requirements

  • 5+ Years Required Work Experience
  • 7+ Years Preferred Work Experience
  • 9 to 15 Years Total Experience
  • University Degree Preferred

Work Rights

Not specified

Tailored Resume

Cover Letter