Nvidia Principal Research Scientists 

Israel, Tel Aviv District, Tel Aviv-Yafo 

926643153

What you will do:

• Lead the research on new deep learning algorithms and techniques for efficient LLM inference
• Develop new architectures for advanced large language models
• Design and adapt foundation AI models to downstream tasks such as math and code reasoning.
• Contribute these new models to Nemo framework
• Construct and curate datasets for large-scale machine learning, for learning from human preferences, and for specific domains of applications.
• Work closely with product and hardware architecture teams to integrate your research and developments into products.

What we need to see:

• MS or PhD in Computer Science/ Electrical Engineering
• 15+ Years of extensive machine learning / deep learning research or work experience.
• Knowledge of application areas such as natural language processing and speech processing.
• Excellent programming skills in some rapid prototyping environments such as Python.
• Expertise with deep learning frameworks such as PyTorch.
• A track record of research excellence demonstrated in publications at leading conferences and journals.

Ways to stand out from the crowd:

• Strong C++ programming skills.
• Systems software engineering knowledge and expertise in optimizing software for computational performance.
• Contribution to open source software projects.