Neural Engine Performance Architect, Platform Architecture
At Apple, Platform Architecture is responsible for connecting our hardware and software into one unified system. Join this team, and you'll collaborate with engineers across Apple to design how all of our technologies work in unison. In this role, you will be part of the Neural Engine IP architecture team and work to improve the performance of the Neural Engine IP through SW optimizations and HW architectural enhancements.
Description
As a Neural Engine Performance Architect, you will be responsible for analyzing, debugging and optimizing the performance of the Neural Engine.","responsibilities":"Prototyping performant and flexible programming models for the Neural Engine.
Proposing and driving HW features to improve flexibility and streamline SW for the Neural Engine.
Defining and implementing performance studies to identify performance bottlenecks in the Neural Engine HW and SW.
Developing and maintaining tools for performance profiling.
Preferred Qualifications
MS or PhD degree
20+ years of software experience
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Experience writing low level software interfaces to hardware
Experience debugging complex system level performance issues
Experience writing automation software for data collection and analysis
Understanding of OS scheduling and memory management
Understanding of ML workloads and deployment for inference
Understanding of SoC cache hierarchy and its performance implications
Minimum Qualifications
BS degree
Experience with C++ and Python
Experience with performance profiling of HW or SW
Domain knowledge in at least one hardware IP: ML HW accelerators or processing units such as GPUs, ISPs, Video CODECs, CPUs, or similar
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 .
Perks and Benefits
Health and Wellness
Parental Benefits
Work Flexibility
Office Life and Perks
Vacation and Time Off
Financial and Retirement
Professional Development
Diversity and Inclusion
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