Senior Architecture Energy Modeling Engineer

Nvidia Corporation

Multiple Locations
Base: 168,000 usd - 264,500 usd (level 4); 196,000...
On-site
Machine learning based power models
Energy estimation methodologies
Integrate power models into simulators
Develop Machine Learning based power models to analyze and reduce power consumption of NVIDIA GPUs

Job Summary

  • Develop Machine Learning based power models to analyze and reduce power consumption of NVIDIA GPUs.
  • Collaborate with Architects, ASIC Design Engineers, Low Power Engineers, Performance Engineers, Software Engineers, and Physical Design teams.
  • Contribute to gaining early insight into energy consumption and influencing architectural, design, and power management improvements.

Matching Summary

Develop Machine Learning based power models to analyze and reduce power consumption of NVIDIA GPUs.

Salary

Base: 168,000 USD - 264,500 USD (Level 4); 196,000 USD - 310,500 USD (Level 5); Equity and benefits eligible

Skills & Requirements

Must-have

  • Machine Learning based power models
  • Energy estimation methodologies
  • Integrate power models into simulators
  • Analyze and reduce power consumption
  • Develop ML/statistical training workflows

Nice-to-have

  • Correlate energy estimates to silicon
  • Debug energy inefficiencies
  • Prototype new architectural features

Key Requirements

  • MS or PhD in related fields
  • 6+ years of experience
  • Strong coding skills in Python, C++
  • Background in machine learning, AI, statistical modeling
  • Background in computer architecture
  • Basic understanding of energy consumption concepts

Work Rights

Not specified

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