Engineer, Senior Staff

About the role

The Qualcomm Cloud AI team is developing hardware and software for Machine Learning solutions spanning the data center, edge, infrastructure, automotive market. We are seeking ambitious, bright, and innovative engineers with experience in machine learning framework development. Job activities span the whole product life cycle from early design to commercial deployment.

What you'll do

• Model architecture optimizations : optimize latest LLM and GenAI model architectures for NPUs, which involves reimplementing basic building blocks of models for NPUs
• Model Training and Fine-tuning: Fine- tune pre-trained models on specific tasks or datasets to improve performance
• Implement state-of-the-art LLM training techniques such as Reinforcement Learning from Human Feedback (RLHF), ZeRO (Zero Redundancy Optimizer), Speculative Sampling
• Research and Development: Stay up to date with the latest research in NLP and LLMs. Implement state-of-the-art techniques and contribute to research efforts

What you need

• 6–11 yrs of experience
• Python
• Java
• C++
• C
• LLMs
• NLP
• B.Tech or B.E. or B.Sc or BCA or M.Tech or PhD

Good to have

• Machine learning
• PyTorch
• Deep learning