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Generative AI Tech Lead

Tata Consultancy Services
Posted on
Tata Consultancy Services logo

Experience
7 - 10 yrs
Job Location
Hyderabad, India
Vacancy
10
Designation
Lead Machine Learning Engineer
Job Type
ONSITE

Job Description

Experience Level: Minimum 7-10 years of total IT experience (at least 2+ years in Generative AI, LLMs, or related AI/ML technologies)

  • Should have strong technical expertise in Python, hands-on experience with at least one GenAI framework (LangGraph, LangChain, or Google AI Development Kit), and strong working knowledge of one hyperscaler platform (Google Cloud, Azure, or AWS).
  • The associate should lead solution design, integrating LLMs into enterprise workflows, mentoring team members, and driving production-grade implementation of GenAI use cases.
  • Good knowledge of MLOps or DevOps teams to automate model deployment, versioning, and monitoring.

Skills & Experience:

  1. Core Technical Skills
  • Python (advanced proficiency; ability to build APIs, pipelines, and modular frameworks).
  • Hands-on with at least one GenAI framework:
    • LangChain, LangGraph, or Google ADK (AI Development Kit).
  • Expertise with LLM integration (OpenAI API, Gemini API, Ollama, Hugging Face, etc.).
  • Experience with RAG, embeddings, and vector databases.
  • Familiarity with PEFT, LoRA, or prompt fine-tuning approaches.
  • Cloud / Hyperscaler Expertise (at least one required)
    • Google Cloud Platform (GCP) Vertex AI, Document AI, BigQuery, AlloyDB, Cloud Run, IAM
    • Azure – Azure OpenAI, Cognitive Search, Azure ML, Azure Functions
    • AWS – Bedrock, SageMaker, Lambda, API Gateway, DynamoDB
  1. Other Desirable Skills
  • Knowledge of REST APIs, JSON, and FastAPI/Flask frameworks.
  • Familiarity with data governance, PII handling, and AI ethics principles.
  • Understanding of Docker/Kubernetes, CI/CD, and Git-based version control.
  • Exposure to front-end integration with AI chat agents (React, Streamlit, Gradio, etc.) is a plus.

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