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Form of workAs a Data Center Digital Twin Intern working in Artificial Intelligence, you will have the extraordinary opportunity to work on innovative NVIDIA technologies and chip in to the development and maintenance of Digital Twins for Data Centers. Digital twins are virtual representations of physical Data Center infrastructure, providing real-time insights and predictive analytics. This internship will provide you with valuable experience in Data Center management, simulation, and Digital Twin technology!
What you'll be doing:
- Build high-fidelity CFD AI surrogate models by applying artificial intelligence and machine learning in order to predict near-real-time Data Center CFD simulations; we work with designated Data Center equipment vendors to create an AI/ML assisted CFD simulations algorithms for real-time control.
- Craft the opportunity to implement the most complex pixel-computing algorithms in constrained environments, such as embedded systems based on Nvidia's Tegra SOC and DT applications built in Nvidia's Omniverse platform.
- Analyze and integrate data from a variety of sources, such as IoT sensors, monitoring systems, and network devices, to calibrate simulation results for AI/ML accelerated CFD simulations plugged into Omniverse DTs in Data Centers.
- Model Data Center facilities using computational fluid dynamics and flow networks, from chip to chiller, for creating Digital Twins. Model Nvidia's high heat density servers, racks, and PODs for air, single phase, two phase, and immersion cooling; analyze the impact of various scenarios on Data Center operations with the predictive CFD tool embedded in a Digital Twin, including capacity planning, energy efficiency optimization, and fault prediction.
- Engage in multi-functional collaboration with Data Center operations, IT, engineering, Omniverse Digital Twin modeling team, AI/ML experts, and others to gather requirements, tools, and techniques.
What we need to see:
- Currently pursing an MS or PhD in Mechanical Engineering, Aerospace Engineering, Computer Sciences, or a closely related field.
- Shown experience in Omniverse
- Strong experience with Python programming language
- Familiarity with complex techniques for solving Navier Stokes equations, turbulence modeling and associated BCs such as using FFD, RANS, LES... modeling techniques.
- Shown excellence in thermal-hydraulic and fluid dynamics modeling using powerful CFD tools. Moreover, basic understanding of the thermodynamics of Data Centers and CFD.
- Excellent problem-solving skills and attention to detail.
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 on the planet working for us. If you're creative and autonomous, we want to hear from you!
The hourly rate for our interns is 19 USD - 93 USD. 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 accepts applications on an ongoing basis.
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.
