Energy Modeling Engineer for GPU Systems
2 weeks ago
Overview: At Apple Inc., we are dedicated to crafting innovative solutions for complex technological challenges. As a member of our Silicon Technologies team, you will play a pivotal role in designing and producing our next-generation, high-performance, power-efficient processors and system-on-chip (SoC) solutions. Your contributions will ensure that Apple products and services can effortlessly perform the tasks that endear them to millions of users.
Role Responsibilities:
- Develop micro-architectural energy models to facilitate early power estimations, conduct what-if analyses, and evaluate performance per watt trade-offs.
- Analyze power consumption patterns across the GPU, identifying opportunities for energy reduction.
- Collaborate with driver, compiler, application engineers, architects, micro-architects, and designers to implement power reduction strategies for high-value workloads through software enhancements or architectural improvements.
- Create tools for measuring, visualizing, and analyzing GPU energy consumption and identifying reduction opportunities.
- Conduct targeted studies to prototype solutions aimed at enhancing the architecture and micro-architecture of future GPUs to minimize power usage.
Minimum Qualifications:
- Extensive knowledge of computer architecture.
- Experience in exploring energy reduction strategies across the hardware/software spectrum and leading studies on their performance, power, and area (PPA) trade-offs.
- Proficient in data mining and analyzing energy consumption across diverse workloads to discern trends and pinpoint high-return opportunities for investigation.
- Familiarity with low-power ASIC design principles.
- Strong programming skills in Python or similar scripting languages.
- Experience with data visualization tools such as Tableau or Splunk is advantageous but not mandatory.
- Ability to collaborate effectively within a team and maintain productivity under tight deadlines.
- Exceptional communication skills, self-motivated, and well-organized.
Preferred Qualifications:
Education & Experience: Candidates should possess a minimum of a Bachelor’s degree and 10 years of relevant experience.
Additional Information: At Apple, the base salary is just one component of our comprehensive compensation package, which is determined within a specified range. This allows for career progression as you grow within your role. The salary range for this position is between $143,100 and $264,200, influenced by your skills, qualifications, experience, and location.
Apple employees have the opportunity to become shareholders through participation in our discretionary employee stock programs, including restricted stock unit awards and discounted stock purchases through the Employee Stock Purchase Plan. We also offer a range of benefits, including comprehensive medical and dental coverage, retirement plans, discounts on products and services, and reimbursement for certain educational expenses related to career advancement.
Apple is an equal opportunity employer committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics.
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