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GPU Energy Modeling and Analysis Specialist
2 months ago
We are seeking a highly skilled GPU Energy Modeling and Analysis Specialist to join our Silicon Technologies group at Apple. As a key member of our team, you will play a critical role in designing and manufacturing our next-generation, high-performance, power-efficient processor, system-on-chip (SoC).
Key Responsibilities- Develop micro-architectural level energy models for early power estimation, what-if analysis, perf per watt tradeoff analysis, and power targets.
- Analyze and provide insight into power consumption throughout the GPU and identify opportunities to reduce energy.
- Analyze and drive power reduction techniques across the entire stack, working with driver, compiler, app engineers, architects, micro-architects, and designers to understand and reduce power of high-value workloads through SW improvements or architectural/micro-architectural improvements.
- Develop tools to aid in the measurement, visualization, and analysis of GPU energy and opportunities to reduce power.
- Conduct directed studies to prototype solutions to improve the architecture/micro-architecture of next-generation GPU's to reduce power.
- Strong computer architecture knowledge.
- Experience in investigating energy reduction ideas across the HW/SW stack and driving directed studies of their PPA tradeoffs.
- Experience in data mining and analyzing energy consumption on a wide set of workloads to understand trends and identify high ROI opportunities to investigate.
- Knowledge of low-power ASIC design.
- Proficient Python programmer or similar scripting languages.
- Experience with Tableau and/or Splunk is a plus but not required.
- Ability to work well in a team and be productive under aggressive schedules.
- Excellent communications skills, self-motivated, and well-organized.
We are looking for candidates with a minimum of BS + 10 years of experience.
Additional RequirementsAt Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $143,100 and $264,200, and your base pay will depend on your skills, qualifications, experience, and location.
Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation.
