Expoint - all jobs in one place

מציאת משרת הייטק בחברות הטובות ביותר מעולם לא הייתה קלה יותר

Limitless High-tech career opportunities - Expoint

Nvidia Senior AI Training Performance Engineer 
China, Shanghai 
847695833

24.06.2024

What you will be doing:

  • Understand, analyze, profile, and optimize AI and deep learning training workloads on state-of-the-art hardware and software platforms.

  • Understand the big picture of training performance on GPUs, prioritizing and then solving problems across many dozens of state-of-the-art neural networks.

  • Implement production-quality software in multiple layers of NVIDIA's deep learning platform stack, from drivers to DL frameworks.

  • 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.

What we want to see:

  • 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, in particular training.

  • Deep understanding of computer architecture, and familiarity with the fundamentals of GPU architecture.

  • Proven experience analyzing and tuning application performance.

  • Experience with processor and system-level performance modelling.

  • Programming skills in C++, Python, and CUDA.