GPU Power Analysis Engineer

NVIDIA NVIDIA · Semiconductors · Shanghai, China

NVIDIA is seeking a Power Methodology and Analysis Engineer to research, develop, and deploy methodologies for improving the energy efficiency of NVIDIA's products. This role involves analyzing power data, collaborating with various engineering teams, and developing techniques to model, analyze, and reduce power consumption of GPUs and Tegra SOCs. The engineer will use pre-silicon power analysis tools, develop best practices, and identify power bugs.

What you'd actually do

  1. Use internally developed tools and industry standard pre-silicon gate-level and RTL power analysis tools, to help improve product power efficiency.
  2. Develop and share best practices for performing pre-silicon power analysis, Enhance internal power tools and automate best practices
  3. Perform comparative power analysis, to spot trends and anomalies, that warrant more scrutiny.
  4. Interact with architects and RTL designers to help them interpret their power data and identify power bugs; drive them to implement fixes.
  5. Select and run a wide variety of workloads for power analysis, Collaborate with performance and architecture teams to validate performance of the workloads

Skills

Required

  • MS with 1-3 years of experience or PhD in related fields
  • Basic understanding of concepts of energy consumption, estimation, and low power design
  • Familiarity with Verilog and ASIC design principles, including knowledge of logic cells
  • Good verbal/written English and interpersonal skills
  • Strong coding skills, preferably in Python, C++
  • Ability to formulate and analyze algorithms, and comment on their time complexity and memory consumption
  • Desire to bring data-driven decision-making and analytics to improve our products

Nice to have

  • Familiar with the power tools/flow development

What the JD emphasized

  • energy efficient products
  • power analysis
  • reduce power consumption