AI/ML Performance Analysis and Validation Engineer

Apple, Inc.; Cupertino (CA); Presencial; USD 150.000 - 278.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Medical and dental coverage

Retirement benefits

Employee stock programs

Tuition reimbursement

Relocation assistance

Bonus opportunities

Descripción de la vacante

Apple, Inc. seeks an extraordinary Hardware/Software Modeling and Validation Engineer in Cupertino, CA to build performance models that project the behavior of future Apple Silicon platforms.

You will model use cases across graphics, games, media and ML on devices from Apple Watch to Mac and data centers. The role emphasizes validating models against actual measurements, correlating results with silicon tests, and collaborating with cross-functional teams to shape future architectures and

Formación

• BS/MS/PhD in Computer Science, Computer Engineering, Electrical Engineering or related field.
• 3+ years building performance models of use cases on CPUs/GPUs/NPUs or other hardware accelerators.
• Experience validating hardware and software against performance goals with measured data.
• Proficient in Python and software engineering practices.
• Deep understanding of SoC architectures, memory hierarchies and accelerator trade-offs.
• Ability to design experiments, analyze data and present results clearly.
• Excellent communication and collaboration skills.

Responsabilidades

• Build models of applications, platforms and software stacks to test viability and project performance.
• Capture traces, analyze them, and simulate on hardware models.
• Profile use cases on current silicon and software; validate against performance goals.
• Correlate models with measurements on silicon; identify and close errors.
• Collaborate with product, hardware, software, firmware, and frameworks teams to define vision and requirements.
• Keep abreast of graphics, media, games, ML, SoC architectures and validation methodologies.

Conocimientos

Performance modeling

Validation engineering

Data analysis

Software engineering

Communication

Collaboration

Computer architecture

SoC architectures

Educación

Technical BS/MS/PhD or equivalent

Herramientas

Python

Descripción del empleo

Hardware/Software Modeling and Validation Engineer

Cupertino, California, United States Software and Services

Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each other’s ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. It’s the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, you’ll do more than join something — you’ll add something.

Description

Our team is seeking extraordinary performance modeling and analysis engineers with validation experience who are passionate about building accurate models that project the performance and power of future Apple Silicon platforms. You will model new and emerging use cases in graphics, games, media, and machine learning on devices that range from Apple Watch, iPhone, iPad, Apple Vision Pro and Mac to the data center. These models span software stacks, including drivers, firmware, and frameworks, alongside the hardware they run on. This is an opportunity to shape the architecture of future Apple Silicon and software, and influence the design of the next generation of hardware platforms.

Responsibilities

• Build models of applications, platforms and software stacks, and the associated tools used to test the viability of future products and project their performance.
• Capture device traces, analyze them, and simulate them on hardware models.
• Profile use cases on current silicon and software to understand how they use the System-on-Chip (SoC). Validate them against performance goals.
• Correlate models against measurements on current silicon, and find and close sources of error.
• Collaborate with cross-functional teams including product, hardware architecture, software driver, firmware, frameworks and application teams, to define the vision and technical requirements for future products and present analysis results.
• Learn about the state of the art in graphics, media, games, machine learning, SoC architectures, and validation methodologies.

Minimum Qualifications

• Technical BS/MS/PhD or equivalent degree in Computer Science, Computer Engineering, Electrical Engineering or related field.
• 3+ years of proven industry or research experience in building performance models of use cases running on CPUs, GPUs, NPUs or other hardware accelerators.
• Experience validating hardware and software against performance goals, using measured data from test systems.
• Strong software engineering skills and excellent proficiency in Python.
• Deep understanding of computer architecture, including processing units, interconnects, and memory hierarchies in modern SoCs, and the trade-offs between CPU, GPU, NPU, and other accelerator implementations.
• Strong ability to build abstract performance models of use cases and platforms from performance counters and other measurements, and to characterize their performance.
• Strong data reasoning skills, including the ability to design experiments, analyze data, and present results.
• Excellent communication and collaboration skills.

Preferred Qualifications

• Hands-on experience in implementing one or more of: graphics and rendering pipelines, media pipelines, or games, and analyzing their performance characteristics.
• Working knowledge of system software, such as drivers, firmware, or frameworks, and how it affects performance.
• Experience in building simulation technologies.
• Experience collaborating in large cross-functional projects.

At 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 $150,400 and $277,600, 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. Learn more about Apple Benefits.

Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.

Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote 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. Learn more about your EEO rights as an applicant

At Apple, we believe accessibility is a fundamental human right. You’ll find that idea reflected in everything here — in our culture, our benefits and our digital tools. By welcoming as many perspectives as possible, we help you build a career where you feel like you belong.

Learn about accessibility in Apple’s workplace

Learn about reasonable accommodations for job applicants

Apple accepts applications to this posting on an ongoing basis.