Generative AI Tech Lead
- Source: Naukri
- Tata Consultancy Services
- On-site
- Bengaluru
- Full-Time
- Senior
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:
- 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
- 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.
Skills
- Python
- LangGraph
- LangChain
- google-cloud-platform
- microsoft-azure
- amazon-web-services
- Gemini
- hugging-face
- vertex
- document-ai
- google-bigquery
- alloydb
- google-cloud-run
- azure-search
- azure-cognitive-search
- azure-functions
- microsoft-azure-functions
- bedrock
- amazon-sagemaker
- aws-lambda
- amazon-api-gateway
- amazon-dynamodb
- JSON
- FastAPI
- Flask
- Docker
- Kubernetes
- React
- streamlit
- gradio
