Senior Research Scientist, Efficient Deep Learning
Core
Researching and implementing novel methods for efficient deep learning, including post-training optimization, architecture design, and adaptive inference, to impact NVIDIA's products.
Role type
Senior Research Scientist (Efficient Deep Learning)
Builds
Production ML models and research outputs for NVIDIA's learning and perception products
Domain
Computer Vision, Deep Learning, Generative Models
Deliverable
production ML models | research
Required skills
Pruning, Quantization, Neural Architecture Search (NAS), Efficient backbone design, Large-scale model training, Model parallelization (tensor/pipeline), Python, PyTorch, C++, CUDA, Computer Vision theory
Preferred skills
Large Language Models (LLMs), Vision-Language Models
Technologies
PyTorch, CUDA, C++, Python
Responsibilities
Research and design novel efficient deep learning methods, Publish original research and speak at conferences, Collaborate with internal and external researchers, Mentor interns, Transfer technology to product groups
Seniority
Senior, hands-on IC
