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Nvidia AI Computing Architect Intern - 
China, Shanghai 
261957037

01.12.2024

Intelligent machines powered bycomputers that canpeople are no longer science fiction. GPU Deep Learning has provided the foundation for machines to

Increasingly known as “thecomputing platforms driving our success in thisand rapidlyPerformance Analysis Architects with a background in the following to help analyze and develop the next generation of architectures that accelerateand high-performance computing applications.

What you’ll be doing:

  • Develop innovative architectures to extend the state of the art in deep learning performance andefficiency.

  • Analyze performance, cost and power trade-offs by developing analytical models, simulators and test suites.

  • Understand and analyze the interplay of hardware and software architectures on future algorithms, programming models and applications.

  • Prototype key deep learning and data analytics algorithms and applications.

  • Actively collaborate with software, product and research teams to guide the direction of deep-learning.

What we need to see:

  • Pursuing BS or higher degree in a relevant technical field (CS, EE, CE, Math, etc.).

  • Strong programming skills in Python, C, C++.

  • Strong background in computer architecture.

  • Experience with performance modeling, architecture simulation, profiling, and analysis.

  • Strongfoundationin machine learning and deep learning.


Ways to stand out from the crowd:

  • Experience with GPU Computing and parallel programming models such as CUDA and OpenCL.

  • Background with the architecture of or workload analysis on other deep learning accelerators.

  • Experience with deep neural network training, inference and optimization in leading frameworks (e.g. Pytorch, Tensorflow, TensorRT).

  • Experience withopen-sourceAIcompilers (OpenAI Triton, MLIR, TVM, XLA, etc.).

and proud to be an