Senior High-Performance AI Training Engineer

3 days ago


Santa Clara, California, United States NVIDIA Full time
Job Title: Senior High-Performance AI Training Engineer

NVIDIA is seeking a highly skilled Senior High-Performance AI Training Engineer to join our team. As a key member of our engineering team, you will be responsible for optimizing AI training workloads on innovative hardware and software platforms.

Key Responsibilities:
  • Understand, analyze, profile, and optimize AI training workloads on cutting-edge hardware and software platforms.
  • Implement production-quality software in multiple layers of NVIDIA's deep learning platform stack, from drivers to DL frameworks.
  • Build and support NVIDIA submissions to the MLPerf Training benchmark suite.
  • Implement key DL training workloads in NVIDIA's proprietary processor and system simulators to enable future architecture studies.
  • Build tools to automate workload analysis, workload optimization, and other critical workflows.
Requirements:
  • PhD in CS, EE, or CSEE and 5+ years of relevant experience; or MS (or equivalent experience) and 8+ years of relevant meaningful work experience.
  • Strong background in deep learning and neural networks, particularly training.
  • Strong background in computer architecture and familiarity with the fundamentals of GPU architecture.
  • Proven experience analyzing and tuning application performance, as well as experience with processor and system-level performance modeling.
  • Programming skills in C++, Python, and CUDA.
What We Offer:

NVIDIA offers highly competitive salaries and a comprehensive benefits package. You will also have the opportunity to collaborate with some of the most forward-thinking and hard-working people in the world, shaping the future of AI in a creative and autonomous work environment that encourages innovation.

We are committed to fostering a diverse work environment and proud to be an equal opportunity employer. We do not discriminate 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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