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 solid 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.

Key Responsibilities:

1. Solution Design
- Design, architect, and implement Generative AI workflows and agents using frameworks such as LangChain, LangGraph, or Google ADK.
- Integrate LLMs (e.g., Llama, Gemini, GPT, Claude) into enterprise systems and custom applications.
- Define and implement retrieval-augmented generation (RAG) pipelines using vector databases (e.g., ChromaDB, Pinecone, FAISS, Weaviate, Vertex AI Matching Engine).




- Architect scalable and secure GenAI microservices leveraging cloud-native components.

2. Development & Implementation
- Lead Python-based development efforts for building prompt orchestration, tool agents, and data pipelines.
- Develop and deploy APIs or microservices integrating LLMs with enterprise data sources.
- Implement prompt optimization, context management, and model performance tuning.

3. Cloud Integration
- Architect, deploy, and monitor GenAI workloads on one hyperscaler:
- GCP (Vertex AI, Document AI, AlloyDB, BigQuery, Cloud Run)
- Azure (OpenAI Service, Cognitive Search, Azure ML)
- AWS (Bedrock, SageMaker, Lambda, API Gateway)
- Manage cloud infrastructure for scaling AI models, ensuring cost efficiency and compliance.

4. Leadership & Mentoring
- Lead a small team of AI engineers and developers.
- Conduct code reviews, enforce best practices, and mentor junior engine

📌 Gen AI Technical Lead (India)
🏢 Tata Consultancy Services
📍 India