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What you'll be doing:
Develop new deep learning-based approaches to improve capabilities of large AI Models.
Design and implement techniques for post training such as model alignment.
Transfer your research to NVIDIA’s software product teams.
Publish your research at conferences such as EMNLP, ACL, ICLR, ICML, NeurIPS, etc.
Partner with AI researchers in leading universities and industrial research labs.
Open source your models and algorithms as part of NVIDIA NeMo.
What we need to see:
Ph. D. or MS (or equivalent experience) in Computer Science, Electrical Engineering, Artificial Intelligence, or Applied Math
8+ years of proven industry experience
Strong understanding of Deep Learning with applications in NLP
Publication and product record in NLP, Speech or Multi-modal AI
Ability to independently set and complete research agenda
Excellent knowledge and hands-on experience with Python and Pytorch
Understanding of optimization theory, stochastic algorithms, and/or numerical methods.
Excellent communication and interpersonal skills are required along with the ability to work in a dynamic, product oriented and distributed team.
Ways to stand out from the crowd:
Good track record of leading published research projects
Contribution to open-source software
Strong C++ and/or CUDA programming skills
Reinforcement learning experience
Systems software engineering knowledge and expertise in optimizing software for computational performance
You will also be eligible for equity and .
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