Senior AI Training Performance Engineer

4 weeks ago


Shanghai, Shanghai, China NVIDIA Full time

Unlock the Power of AI Training

NVIDIA is seeking a Senior AI Training Performance Engineer to join our team of experts in optimizing AI training workloads. As a key member of our Deep Learning Architecture team, you will play a critical role in helping us achieve peak performance on our AI computing platforms.

Key Responsibilities:

  • Analyze and optimize AI training workloads on state-of-the-art hardware and software platforms.
  • Develop and implement production-quality software in multiple layers of our deep learning platform stack.
  • Collaborate with cross-functional teams to identify and prioritize performance optimization opportunities.
  • Build tools and workflows to automate workload analysis and optimization.

Requirements:

  • PhD (or equivalent experience) in CS, EE, or CSEE and 5+ years; or MS and 8+ years of relevant work experience.
  • Strong background in deep learning and neural networks, with a focus on training.
  • Deep understanding of computer architecture and GPU architecture fundamentals.
  • Proven experience analyzing and tuning application performance.
  • Experience with processor and system-level performance modeling.
  • Programming skills in C++, Python, and CUDA.

NVIDIA is a leader in the AI computing industry, and we are committed to empowering our employees to drive innovation and excellence. If you are passionate about performance and have a strong background in deep learning, we encourage you to apply for this exciting opportunity.



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