GPU Energy Modeling and Analysis Engineer

Apple is a technology company that designs and manufactures consumer electronics, software, and services.
Hardware
Senior Software Engineer
In-Person
5,000+ Employees
5+ years of experience
AI · Hardware

Description For GPU Energy Modeling and Analysis Engineer

Apple is seeking a GPU Energy Modeling and Analysis Engineer to join their Silicon Technologies group. This role involves creating elegant solutions to complex challenges in designing and manufacturing next-generation, high-performance, power-efficient processors and system-on-chip (SoC) technologies.

Key responsibilities include:

  • Developing micro-architectural level energy models for early power estimation, what-if analysis, performance per watt tradeoff analysis, and power targets.
  • Analyzing and providing insight into power consumption throughout the GPU and identifying opportunities to reduce energy.
  • Driving power reduction techniques across the entire stack, collaborating with various teams to understand and reduce power consumption of high-value workloads.
  • Developing tools to aid in the measurement, visualization, and analysis of GPU energy and opportunities to reduce power.
  • Conducting directed studies to prototype solutions for improving the architecture/micro-architecture of next-generation GPUs to reduce power.

The ideal candidate should have:

  • Strong computer architecture knowledge
  • Experience in investigating energy reduction ideas across the HW/SW stack
  • Skills in data mining and analyzing energy consumption trends
  • Knowledge of low power ASIC design
  • Proficiency in Python or similar scripting languages

Preferred qualifications include experience with Tableau and/or Splunk, ability to work well in a team, productivity under aggressive schedules, excellent communication skills, self-motivation, and strong organizational skills.

Join Apple's Hardware team in Austin, Texas, and contribute to the technology that fuels Apple's devices, enabling customers to do all the things they love with their devices!

Last updated 5 months ago

Responsibilities For GPU Energy Modeling and Analysis Engineer

  • Develop micro-architectural level energy models
  • Analyze and provide insight into GPU power consumption
  • Drive power reduction techniques across the entire stack
  • Develop tools for GPU energy measurement, visualization, and analysis
  • Conduct studies to prototype solutions for next-generation GPU power reduction

Requirements For GPU Energy Modeling and Analysis Engineer

Python
  • Computer architecture knowledge
  • Experience in investigating energy reduction ideas across HW/SW stack
  • Experience in data mining and analyzing energy consumption
  • Knowledge of low power ASIC design
  • Proficiency in Python or similar scripting languages

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