CPU Research Scientist - Platform Architecture
Austin, Texas
Summary
Do you have an uncommon desire to seek out and solve exceedingly difficult challenges rather than the easy ones? Do you believe that a world-class team with relentless drive can surpass even their own high expectations? We do! But we also realize this job isn't for everyone. What we do isn't easy but you don't take the easy path. We are seeking a highly motivated, innovative, and confident individual to join the CPU Architecture and Performance Team; we are a group that is driving advanced exploration for next generation iPhone, iPad, and Mac CPU architectures.
Key Qualifications
Experience and knowledge of CPU architecture and micro-architecture concepts.
Expertise in one or more CPU focus areas (i.e. branch prediction, pre-fetching) is a plus.
Knowledge of and experience with machine learning literature, model selection, tuning, and explain-ability.
Ability to identify performance bottlenecks in common industry workloads, craft ideas to solve them, and implement those ideas in the performance simulator.
Proficient in C/C++ and Python.
Description
The CPU Platform Architecture team is responsible for setting direction for Apple CPUs towards high performance futuristic micro-architecture ideas. We want to push the boundaries of CPU performance to enhance user experience on Apple products through advanced CPU performance features. In this role you will:
- Solve performance challenges involving branch prediction, data/code pre-fetching, cache hierarchy or other CPU areas.
- Explore the application of state-of-the-art AI/ML techniques and models to solve these CPU performance challenges
- Build the right data analysis tools suited for performance bottleneck identification so that you can parse through the noise and focus on the real problem.
- Conduct continuous research into one or more CPU areas and provide guidance to Apple CPU design team on features that should be implemented in future CPUs.
- Present analysis/findings to CPU architecture and design teams.
- Provide recommendations and influence the roadmap for future Apple CPUs used in iPhone, iPad and Mac systems.
Education & Experience
B.S. and a minimum of 10 years relevant industry experience. PhD in Computer Science or Computer Engineering with focus on Computer Architecture or Machine Learning preferred.
Do you have an uncommon desire to seek out and solve exceedingly difficult challenges rather than the easy ones? Do you believe that a world-class team with relentless drive can surpass even their own high expectations? We do! But we also realize this job isn't for everyone. What we do isn't easy but you don't take the easy path. We are seeking a highly motivated, innovative, and confident individual to join the CPU Architecture and Performance Team; we are a group that is driving advanced exploration for next generation iPhone, iPad, and Mac CPU architectures.
Key Qualifications
Experience and knowledge of CPU architecture and micro-architecture concepts.
Expertise in one or more CPU focus areas (i.e. branch prediction, pre-fetching) is a plus.
Knowledge of and experience with machine learning literature, model selection, tuning, and explain-ability.
Ability to identify performance bottlenecks in common industry workloads, craft ideas to solve them, and implement those ideas in the performance simulator.
Proficient in C/C++ and Python.
Description
The CPU Platform Architecture team is responsible for setting direction for Apple CPUs towards high performance futuristic micro-architecture ideas. We want to push the boundaries of CPU performance to enhance user experience on Apple products through advanced CPU performance features. In this role you will:
- Solve performance challenges involving branch prediction, data/code pre-fetching, cache hierarchy or other CPU areas.
- Explore the application of state-of-the-art AI/ML techniques and models to solve these CPU performance challenges
- Build the right data analysis tools suited for performance bottleneck identification so that you can parse through the noise and focus on the real problem.
- Conduct continuous research into one or more CPU areas and provide guidance to Apple CPU design team on features that should be implemented in future CPUs.
- Present analysis/findings to CPU architecture and design teams.
- Provide recommendations and influence the roadmap for future Apple CPUs used in iPhone, iPad and Mac systems.
Education & Experience
B.S. and a minimum of 10 years relevant industry experience. PhD in Computer Science or Computer Engineering with focus on Computer Architecture or Machine Learning preferred.
Created: 2024-09-13
Reference: 200548514
Country: United States
State: Texas
City: Austin
ZIP: 78749
About Apple
Founded in: 1976
Number of Employees: 154000
Website: https://www.apple.com/
Career site: https://www.apple.com/careers/us/
Wikipedia: https://en.wikipedia.org/wiki/Apple_Inc.
Instagram: https://www.instagram.com/apple/
LinkedIn: https://www.linkedin.com/company/apple
Similar jobs:
-
Research Scientist, Levi Lab
UT Southwestern Medical Center in Dallas, Texas -
Molecular Biomarker Research Scientist
UT Southwestern Medical Center in Dallas, Texas -
RESEARCH ENGINEER - RESEARCH SCIENTIST - SR. RESEARCH ENGINEER - Neuromorphic, Cognitive, & AI Research & Development
Southwest Research Institute in San Antonio, Texas -
Senior Research Scientist (PhD) (Combat Casualty Care)
General Dynamics Corporation in Lackland AFB, Texas💸 $80226 - $90275. per year -
Research Scientist II - Radiofrequency Health Effects
Leidos Holding in San Antonio, Texas💸 $65000.00 per year -
COMPUTER SCIENTIST - ENGINEER - RESEARCH COMPUTER SCIENTIST - Kinesioception Computer Engineer
SWRI in San Antonio, Texas -
Research Scientist, Natural Language Processing
UT Southwestern Medical Center in Dallas, Texas -
Research Scientist, Disease Modeling
UT Southwestern Medical Center in Dallas, Texas -
Research Biomedical Scientist
SAIC in Fort Sam Houston, Texas -
Research Scientist, Levi Lab
UT Southwestern Medical Center in Dallas, Texas -
RESEARCH ENGINEER - RESEARCH SCIENTIST - SR. RESEARCH ENGINEER - Neuromorphic, Cognitive, & AI Research & Development
SWRI in San Antonio, Texas -
RESEARCH COMPUTER SCIENTIST - RESEARCH ENGINEER - SR. COMPUTER SCIENTIST - Intelligent Transportation
Southwest Research Institute in San Antonio, Texas -
COMPUTER SCIENTIST - ENGINEER - RESEARCH COMPUTER SCIENTIST - Space Electronics Software
SWRI in San Antonio, Texas -
COMPUTER SCIENTIST - ENGINEER - RESEARCH COMPUTER SCIENTIST - Intelligent Transportation Systems
Southwest Research Institute in San Antonio, Texas -
RESEARCH COMPUTER SCIENTIST - RESEARCH ENGINEER - SR. COMPUTER SCIENTIST - Intelligent Transportation
SWRI in San Antonio, Texas -
RESEARCH SCIENTIST - SR. RESEARCH SCIENTIST - Seismologist - Seismic Hazard Analysis
SWRI in San Antonio, Texas -
Research Scientist, Advanced Imaging, Liu Lab
UT Southwestern Medical Center in Dallas, Texas -
Research Scientist
University of Texas at Dallas in Richardson, Texas💸 $95000 per year -
COMPUTER SCIENTIST - RESEARCH COMPUTER SCIENTIST - RESEARCH ENGINEER - Medical AI
Southwest Research Institute in San Antonio, Texas -
Research Scientist I
University of North Texas System in Denton, Texas