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 Prospect: 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 modern toolsets) In depth knowledge in Python, JavaScript, etc Transformer architecture and fine-tuning techniques

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