AI/ML System Performance Architect - Datacenter
Apple
AI/ML System Performance Architect - Datacenter
Job Description
Imagine what you could do here. At Apple, new ideas have a way of becoming products, services, and customer experiences very quickly. Every single day, people do amazing things at Apple! Do you want to impact billions of users by developing an extraordinary product with a prime focus on accuracy, understandability, and performance of the product? Dynamic, Inspiring people and Innovative technologies are the norm here. The System Performance Architecture team is responsible for all aspects of performance spanning hardware (CPU, GPU, DRAM, storage), software (OS, drivers, applications), and other system characteristics (thermals, power, acoustics). This spans performance modeling, guiding architecture tradeoffs, performance verification, performance debug, and workload characterization. Our team is collaborative, creative and passionate about what we do and the value we add in future product designs. Come join us! We are seeking an outstanding Datacenter performance architect to contribute to the design and optimization of computer architectures specifically for Machine Learning and Artificial Intelligence applications. This position is a multi-disciplinary and multi-functional engineering role encompassing all aspects of computer system design with a focus on performance simulation. The candidate will need the skills and experience to create complex system architectures, surprise and delight our customers, and advance our productsʼ performance, size, power, thermal and cost goals.
Locations
- San Francisco Bay Area, California, United States
Salary
Estimated Salary Rangemedium confidence
50,000,000 - 120,000,000 INR / yearly
Source: ai estimated
* This is an estimated range based on market data and may vary based on experience and qualifications.
Skills Required
- performance modelingintermediate
- guiding architecture tradeoffsintermediate
- performance verificationintermediate
- performance debugintermediate
- workload characterizationintermediate
- design and optimization of computer architecturesintermediate
- performance simulationintermediate
- creating complex system architecturesintermediate
Required Qualifications
- At least 5 years of industry experience (experience, 5 years)
- Knowledge and experience in computer architecture and systems (experience)
- Experience in performance modeling and simulation (experience)
- Experience developing tools in C++ and Python (experience)
Preferred Qualifications
- Machine Learning experience is desired (experience)
- Expertise in software development is preferred (experience)
- Strong coding skills (experience)
- Prior experience with data center and large-scale cluster systems is desired (experience)
- Strong communication skills (experience)
Responsibilities
- We are seeking an outstanding Datacenter performance architect to contribute to the design and optimization of computer architectures specifically for Machine Learning and Artificial Intelligence applications. This position is a multi-disciplinary and multi-functional engineering role encompassing all aspects of computer system design with a focus on performance simulation. The candidate will need the skills and experience to create complex system architectures, surprise and delight our customers, and advance our productsʼ performance, size, power, thermal and cost goals.
- Interacting with various multi-functional teams to understand, model, and guide developments and trade offs
- Defining and guiding new modeling approaches and features to improve influence in performance related decisions
- Distilling key system interactions and abstracting them into high level performance models
- Guiding modeling validation and accuracy to continually improve current methods and approaches
- Generating performance projections for future systems
- Assisting with complex performance debug activities
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AI/ML System Performance Architect - Datacenter
Apple
AI/ML System Performance Architect - Datacenter
Job Description
Imagine what you could do here. At Apple, new ideas have a way of becoming products, services, and customer experiences very quickly. Every single day, people do amazing things at Apple! Do you want to impact billions of users by developing an extraordinary product with a prime focus on accuracy, understandability, and performance of the product? Dynamic, Inspiring people and Innovative technologies are the norm here. The System Performance Architecture team is responsible for all aspects of performance spanning hardware (CPU, GPU, DRAM, storage), software (OS, drivers, applications), and other system characteristics (thermals, power, acoustics). This spans performance modeling, guiding architecture tradeoffs, performance verification, performance debug, and workload characterization. Our team is collaborative, creative and passionate about what we do and the value we add in future product designs. Come join us! We are seeking an outstanding Datacenter performance architect to contribute to the design and optimization of computer architectures specifically for Machine Learning and Artificial Intelligence applications. This position is a multi-disciplinary and multi-functional engineering role encompassing all aspects of computer system design with a focus on performance simulation. The candidate will need the skills and experience to create complex system architectures, surprise and delight our customers, and advance our productsʼ performance, size, power, thermal and cost goals.
Locations
- San Francisco Bay Area, California, United States
Salary
Estimated Salary Rangemedium confidence
50,000,000 - 120,000,000 INR / yearly
Source: ai estimated
* This is an estimated range based on market data and may vary based on experience and qualifications.
Skills Required
- performance modelingintermediate
- guiding architecture tradeoffsintermediate
- performance verificationintermediate
- performance debugintermediate
- workload characterizationintermediate
- design and optimization of computer architecturesintermediate
- performance simulationintermediate
- creating complex system architecturesintermediate
Required Qualifications
- At least 5 years of industry experience (experience, 5 years)
- Knowledge and experience in computer architecture and systems (experience)
- Experience in performance modeling and simulation (experience)
- Experience developing tools in C++ and Python (experience)
Preferred Qualifications
- Machine Learning experience is desired (experience)
- Expertise in software development is preferred (experience)
- Strong coding skills (experience)
- Prior experience with data center and large-scale cluster systems is desired (experience)
- Strong communication skills (experience)
Responsibilities
- We are seeking an outstanding Datacenter performance architect to contribute to the design and optimization of computer architectures specifically for Machine Learning and Artificial Intelligence applications. This position is a multi-disciplinary and multi-functional engineering role encompassing all aspects of computer system design with a focus on performance simulation. The candidate will need the skills and experience to create complex system architectures, surprise and delight our customers, and advance our productsʼ performance, size, power, thermal and cost goals.
- Interacting with various multi-functional teams to understand, model, and guide developments and trade offs
- Defining and guiding new modeling approaches and features to improve influence in performance related decisions
- Distilling key system interactions and abstracting them into high level performance models
- Guiding modeling validation and accuracy to continually improve current methods and approaches
- Generating performance projections for future systems
- Assisting with complex performance debug activities
Tags & Categories
Answer 10 quick questions to check your fit for AI/ML System Performance Architect - Datacenter @ Apple.
10 Questions
~2 Minutes
Instant Score
Related Books and Jobs