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Research Scientist, Efficient Deep Learning - New College Grad 2024

Company

NVIDIA
Address , Santa Clara
Employment type FULL_TIME
Salary $156,000 - $247,250 a year
Expires 2023-12-09
Posted at 8 months ago
Job Description
NVIDIA is searching for an outstanding researcher working on efficient deep learning to join the learning and perception research team. We are passionate about research that pushes boundaries but also has impact in the real world. We are particularly excited about methods for post-training model optimization (pruning, quantization, NAS), efficient architecture design, adaptive/dynamic inference, resource-efficient training and finetuning, and so forth. You will work within an amazing and collaborative research team that consistently publishes at the top venues in computer vision and machine learning. Our existing expertise includes computer vision, deep learning, generative models, and so forth. Your contributions have the chance to create real impact on our products.
What you'll be doing:
  • Mentor interns.
  • Collaborate with other team members and teams.
  • Work with product groups to transfer technology.
  • Speak at conferences and events.
  • Collaborate with external researchers.
  • Research, design and implement novel methods for efficient deep learning.
  • Publish original research.
What we need to see:
  • Hands-on experience with large-scale model training including data preparation and model parallelization (tensor and pipeline) is required.
  • Excellent programming skills in Python and PyTorch; C++ and parallel programming (e.g., CUDA) is a plus.
  • Background in pruning, quantization, NAS, efficient backbones, and so on, is expected.
  • Outstanding research track record.
  • Excellent communications skills.
  • Experience with large language models and large vision-language models is a plus.
  • Excellent knowledge of theory and practice of computer vision methods, as well as deep learning.
  • Completing or recently completed a Ph.D. in Computer Science/Engineering, Electrical Engineering, etc., or have equivalent research experience.
NVIDIA is widely considered to be one of the technology world's most desirable employers. We have some of the most forward-thinking and productive people in the world working for us. If you're creative and autonomous, we want to hear from you!
The base salary range is $156,000 - $247,250. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.
You will also be eligible for equity and
benefits
.
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.