High-Performance System Profiling Software Developer

1 month ago


Shanghai, Shanghai, China NVIDIA Full time

NVIDIA's success lies in its cutting-edge analysis tools, empowering engineers to optimize performance and power efficiency. We seek innovative individuals to join our software team, characterized by high standards and multifaceted challenges.

This software engineering role involves developing analysis tools for various OS and hardware combinations, from single systems to large data centers. As a member of the software development team, we will design and improve tools and systems for perf & power verification/analysis/prototyping activities within NVIDIA.

We collaborate with users from different departments like Architecture, Software, DevTech, and more. Our work provides users with intuitive, rich, and accurate insights into workloads and systems, enabling them to identify opportunities in software and hardware, or build high-level models to propose and deliver the best hardware and software to our customers.

Key Responsibilities:

  • Develop internal perf/power profiling tools for real-world applications running on NVIDIA products like GPUs or systems
  • Build infrastructure or services for profiling data storage, visualization, and mining
  • Work with users to build/calibrate perf/power models for next-generation HW or systems
  • Partner with architects to propose new HW features or improve existing features with real-world use cases

Requirements:

  • BS+ in Computer Science or related field (or equivalent experience) and 5+ years of software development experience
  • Strong software design and implementation skills
  • Proficiency in Python, modern C++, or modern web application development
  • Good understanding of Deep Learning frameworks (like PyTorch, TensorFlow, Megatron-LM, etc.)
  • Proficient with GIT and P4
  • Excellent problem-solving skills and project management skills
  • Flexibility to work in an evolving environment with changing requirements

Differentiators:

  • Huge plus for experience in building Continuous Profiling systems for GPU data centers
  • Skillful in Deep Learning application performance analysis and optimization
  • Knowledgeable in GPU or CPU architecture
  • Resourceful in GPU application performance or power analysis
  • Proven experience in contributing to large open-source projects

We offer a competitive salary of $120,000 - $180,000 per year, depending on experience.



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