NVIDIA is looking for research interns with a strong background relevant to applying machine learning methods to achieve computational breakthroughs in global climate or fluid simulation. This could include expertise in foundational areas of artificial intelligence, such as deep learning, reinforcement learning, generative modeling, optimization, causal reasoning, and experience in their applications to complex fluid dynamics, either using fully data-driven or hybrid physics-ML methods and with a particular interest in full complexity operational weather and climate models. It could alternately include strong atmospheric science domain expertise, ability to generate and interpret diagnostics of error growth and sources of predictability, alongside sufficient collaborative software engineering expertise. We encourage candidates from a diverse set of backgrounds and historically underrepresented groups to apply for this position. What you'll be doing: Define your research, design and implement cutting-edge machine learning techniques or atmospheric prediction analysis workflows. Publish your original research and present at top-tier conferences and events. Collaborate with other research team members, a diverse set of internal product teams, and external researchers, as part of NVIDIA’s “Earth-2” Initiative. Have a broader impact by transferring and/or open-sourcing the technology you've developed to relevant product groups. What we need to see: Strong knowledge of machine learning or atmospheric physics theory with enough depth and breadth. Strong communication skills and ability to convey research ideas to a broad audience. A strong research record with publications in top machine-learning conferences and/or quality physics, atmospheric or climate science journals. Currently enrolled in a Ph.D. program. Fluent in a high-level language like Python/Julia/C++. Knowledge of common machine learning frameworks such as PyTorch and Tensorflow. Prior experience working in an HPC environment is a plus. NVIDIA is widely considered to be one of the technology world’s most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us. If you're creative, collaborative, and love a challenge, we want to hear from you! Are you a creative and autonomous engineer or applied earth system scientist who loves a challenge? Come join our Earth-2 initiative that aims to lead the world in bringing full-stack deep learning and high-performance computing capabilities to unlock a future of next-generation climate simulation at unprecedented numerical fidelity. The hourly rate for our interns is $19 - $93. Our internship hourly rates are a standard pay determined based on the position and your location, year in school, degree, and experience.You will also be eligible for Intern 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.
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