About the Unit

TCS IAE is redefining the future of industry by embedding intelligence across engineering, manufacturing, asset, and service value chains. Powered by AI, connected ecosystems, and autonomous operations, it transforms insights into action—creating self-optimising, resilient, and intelligent enterprises at scale. By seamlessly converging the physical and digital worlds, TCS IAE is enabling a new era of AI-first enterprises where systems continuously learn, adapt, and evolve—driving measurable outcomes and shaping how industries operate for the future.

Title Description for Opportunity: AI/ML/GenAI- Senior Developer

Role Name: AI/ML/GenAI

Must-Have:

Frontend: Next.js, Reacts

Backend API: FastAPI, Pydantic, Uvicorn, Gunicorn

Database: PostgreSQL

Background processing: Redis, Celery

Data and ML: Numpy, Scikit-learn, SciPy, Matplotlib, Clustering, Anomaly detection and optimization

GenAI and agent: LangChain, LangGraph

Infrastructure and deployment: Docker, AKS, GitHub / Git ecosystem Cloud:



Azure

Good understanding of Data Science, advanced statistics, signal processing and simulation frameworks

Strong programming skills in Python and experience with AI/ML frameworks like NumPy, SciPy, scikit-learn, PyTorch, scikit-optimize

Experience with LangChain, Microsoft Autogen, or similar agent frameworks

Deep understanding of prompt engineering, reasoning techniques, agentic orchestration and LLM capabilities

Experience with RAG systems, vector databases, and knowledge retrieval

Knowledge of reinforcement learning, planning algorithms, and decision-making systems

Knowledge of Full stack AI deployment (Scalable ML pipelines (MLOps) using Docker, Kubernetes, Cloud services or other contemporary toolsets)

In depth knowledge in Python, JavaScript, etc

Transformer architecture and fine-tuning techniques

📌 Senior Developer (Bengaluru)
🏢 Tata Consultancy Services
📍 Bengaluru