GPU Power Modeling & Analysis Engineer

Apple Inc.; Santa Clara (CA); On-site; USD 140,000 - 190,000; Full time

Job summary

Apple Inc. in Santa Clara, CA is seeking a GPU Energy Modeling and Analysis Engineer to advance power-aware design of our next-generation GPUs.

You will build micro-architectural energy models for early power estimation and perform what-if studies to optimize perf per watt across the GPU stack. You will work with drivers, compilers, app teams, architects, and designers to reduce energy consumption through software and architectural improvements, and develop tools to measure and visualize GPU

Qualifications

• BS degree in a relevant field (or equivalent experience).
• Experience evaluating energy/power-performance tradeoffs (PPA).
• Proficiency in Python scripting for modeling and tooling.

Responsibilities

• Develop micro-architectural energy models for early power estimation and perf-per-watt analysis.
• Analyze power consumption across the GPU stack and identify reduction opportunities.
• Drive power reduction techniques with cross-functional teams (drivers, compilers, apps, architects).
• Develop tools for measuring and visualizing GPU energy and opportunities to reduce power.
• Prototype architecture/micro-architectural improvements to lower power in next-gen GPUs.

Skills

Computer architecture knowledge

PPA tradeoffs

Low-power ASIC design

Python scripting

Education

BS degree

Tools

Tableau

Splunk

Job description

Apple Inc. in Santa Clara, CA is seeking a GPU Energy Modeling and Analysis Engineer to advance power-aware design of our next-generation GPUs.

You will build micro-architectural energy models for early power estimation and perform what-if studies to optimize perf per watt across the GPU stack. You will work with drivers, compilers, app teams, architects, and designers to reduce energy consumption through software and architectural improvements, and develop tools to measure and visualize GPU