Lead I - Software Engineering
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Reach the decision-maker — $5About the role
**Role description**
Primary Skills: Agentic AI, Pytorch, RAG, ML, Gen AI
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 strong 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
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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**
agentic ai,large language model,python,pytorch,tensorflow,machine learning,generative ai,
**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.
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