Role description

Primary Skills: Agentic AI, Pytorch, RAG, ML, Gen AI Description: Key Responsibilities • Build and deploy scalable LLM, RAG, and agent-based systems • Architect LLM inference and deployment pipelines • Optimize models for efficient and cost-effective production • Collaborate with data science, research, and product teams • Ensure clean code, testing, reproducibility, and CI/CD • Mentor junior engineers and drive engineering best practices • Ensure ethical, secure, and responsible AI development Required Skills • Advanced Python with solid fundamentals in NumPy, Pandas, scikit-learn • Deep learning expertise in PyTorch / TensorFlow • Hands-on with LLM frameworks: Hugging Face Transformers, LangChain (prompting & fine-tuning) • Strong experience with Agentic AI frameworks: AutoGen, CrewAI, LangGraph • Expertise in RAG pipelines, semantic search, vector databases • Strong software engineering practices: microservices, TDD, concurrency • Ability to rapidly prototype and productionize GenAI solutions ________________________________________ Good-to-Have Skills • Model optimization: Quantization (GPTQ,



AWQ), pruning, distillation • Multimodal AI (text, vision, audio): CLIP, BLIP, Whisper, LLaVA • LLM serving using FastAPI and vector DBs (FAISS, Pinecone, Chroma) • CI/CD pipelines, Airflow, Docker, Kubernetes / Helm • Cloud AI deployments on AWS / Azure / GCP (e.g., SageMaker) • MLOps & tracking: Git, MLflow • Data pipelines & ELT/ETL using Snowflake

Skills

Python, PyTorch, Agentic AI, RAG

About UST
UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the world’s best companies to make a real impact through transformation. Powered by technology, inspired by people and led by purpose, UST partners with their clients from design to operation. With deep domain expertise and a future-proof philosophy, UST embeds innovation and agility into their clients’ organizations. With over 30,000 employees in 30 countries, UST builds for boundless impact—touching billions of lives in the process.

📌 Lead I - ML Engineering(AI,ML,Python) (Bengaluru)
🏢 UST
📍 Bengaluru