Research Scientist, Efficient Deep Learning - New College Grad 2024
Find out more about this role by reading the information below, then apply to be considered.
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 :
- Research, design and implement novel methods for efficient deep learning.
- Publish original research.
- Collaborate with other team members and teams.
- Mentor interns.
- Speak at conferences and events.
- Work with product groups to transfer technology.
- Collaborate with external researchers.
What we need to see :
- Completing or recently completed a Ph.D. in Computer Science / Engineering, Electrical Engineering, etc., or have equivalent research experience.
- Excellent knowledge of theory and practice of computer vision methods, as well as deep learning.
- Background in pruning, quantization, NAS, efficient backbones, and so on, is expected.
- Experience with large language models and large vision-language models is a plus.
- Excellent programming skills in Python and PyTorch; C++ and parallel programming (e.g., CUDA) is a plus.
- Hands-on experience with large-scale model training including data preparation and model parallelization (tensor and pipeline) is required.
- Outstanding research track record.
- Excellent communications skills.
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.
About Us
NVIDIA is a Learning Machine. NVIDIA pioneered accelerated computing to tackle challenges no one else can solve. Our work in AI and the metaverse is transforming the world's largest industries and profoundly impacting society.
Learn more about NVIDIA.
J-18808-Ljbffr
Deep Learning Algorithm Engineer, Agentic LLM Inference - New College Grad 2024
Experience in deep learning and deep learning systems design. We constantly reflect on how to improve these systems, developing new inference algorithms and protocols, improving existing models, and seamlessly integrating improvements to ensure NVIDIA's solutions can efficiently handle large-scale, ...
Research Scientist, TikTok Recommendation - PhD New Grads
Experience in one or more of the following areas: applied machine learning, machine learning infrastructure, large-scale recommendation system, market-facing machine learning product;. The team is made up of machine learning researchers and engineers, who support and innovate on production recommend...
Research Scientist in Foundation Model, Music Core Machine Learning Graduates - 2024 Start (PhD)
We aim to lead global research and foster both technological and social a long-term vision and a strong commitment to the AI field, the Team conducts research in a range of areas including natural language processing (NLP), computer vision (CV), and speech recognition and generation. The team focus...
Senior/Staff Machine Learning Research Scientist, Robustness and Uncertainty
You have subject matter expertise and research in one or more of the following areas: Machine Learning, Deep Learning, Statistics, Probability theory, Robustness theory, Robotics, or Autonomous Driving (preferable). Research new machine learning problems and models. To name a few, using self-supervi...
Research Scientist in Foundation Model, Speech Understanding - 2024 Start (PhD)
Experience in one or more areas of machine learning and deep learning, including but not limited to: - Automatic Speech Recognition - Automatic Speech Translation - Speech/audio self-supervised learning and foundation models - Speaker recognition and verification - Speech emotion recognition - Multi...
HP Labs Senior Machine Learning Research Scientist
HP Labs Senior Machine Learning Research Scientist. Strong deep learning , particularly in applications of Neural Network architectures to Computer Vision, Natural Language Processing, Machine Intelligence and/or Reinforcement Learning. Research focus on one of the following: Computer Vision, Deep R...
Research Scientist in Foundation Model, Speech & Audio Graduates - 2024 Start (PhD)
Good knowledge of theoretical and empirical research in addressing research problems- Solid knowledge and experience with at least one popular deep learning framework (, PyTorch, TensorFlow) and familiarity with deep neural network architectures- Experience in both neural and non-neural, classical m...
Research Scientist (L6) - Machine Learning and Inference Research
The Machine Learning and Inference Research team is a dedicated research team designed to build up Netflix’s technical capabilities by diving deep and exploring research questions aligned with the biggest challenges at Netflix while partnering with teams across the business to bring these capabiliti...
Internship - 2024 Summer Intern, PhD Research Scientist, Generative AI
Research areas that we are currently focusing on include reinforcement learning, learning from demonstration, generative modeling, Bayesian inference, hierarchical learning, and robust evaluation. Frame the open-ended real-world problems into well-defined ML problems; develop and apply cutting-edge ...
Research Scientist, Computer Vision
Our Computer Vision (CV) team is looking for Computer Vision Research Scientists with expertise in Video Generation, Spatio-temporal Representation Learning, Vision-as-Inverse-Graphics (including Differentiable Rendering), or related fields, to improve dynamic scene understanding for robots! We are ...