Performance Modeling Engineer
Cupertino, California
Summary
Do you love crafting elegant solutions to highly complex challenges? Are you a big-picture forward-thinking who understands how each element affects all the others? At Apple, our Architecture group 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.
We are looking for a Media-IP SoC Performance Engineer to join our small dynamic team. We own the performance models of several of the complex multi-media IPs in Apple's SoCs. These IPs are central to the customer experience in almost all of Apple's products from Apple Watch, iPhone, iPad, MacBook, and next generation product lines. In this highly visible role, you will collaborate closely with cross-functional teams to develop, verify, and use performance models for data driven architectural exploration and validation.
Description
As a Media-IP SoC Performance Engineer, you will have responsibilities spanning all aspects of performance model development: planning model architecture, implementation, validation, performance studies, and RTL correlation.
- Develop custom tools and approaches for analyzing performance data from these complex architectures applying techniques from data science and machine learning (ML) to provide new insights into their behavior and propose innovative architectural changes to improve the system performance of these IPs.
- Collaborate with system architecture and IP design teams to plan, implement, and validate a high-level performance model in C++. The performance model is minimal feature set to meet the model accuracy requirements yet modular and flexible enough to be adapted for new projects and architectural exploration.
- Developing, analyzing, and presenting results of performance studies for different architectural and micro-architectural proposals from within the team as well as other architecture and design teams.
- Develop custom tools for analyzing simulation results of these complex architectures to provide new insights into their behavior and propose innovative architectural changes to improve the performance.
- Presenting performance study results to design teams and other architecture teams.
- Validating the performance model against the specification and correlating the model with RTL.
Do you love crafting elegant solutions to highly complex challenges? Are you a big-picture forward-thinking who understands how each element affects all the others? At Apple, our Architecture group 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.
We are looking for a Media-IP SoC Performance Engineer to join our small dynamic team. We own the performance models of several of the complex multi-media IPs in Apple's SoCs. These IPs are central to the customer experience in almost all of Apple's products from Apple Watch, iPhone, iPad, MacBook, and next generation product lines. In this highly visible role, you will collaborate closely with cross-functional teams to develop, verify, and use performance models for data driven architectural exploration and validation.
Description
As a Media-IP SoC Performance Engineer, you will have responsibilities spanning all aspects of performance model development: planning model architecture, implementation, validation, performance studies, and RTL correlation.
- Develop custom tools and approaches for analyzing performance data from these complex architectures applying techniques from data science and machine learning (ML) to provide new insights into their behavior and propose innovative architectural changes to improve the system performance of these IPs.
- Collaborate with system architecture and IP design teams to plan, implement, and validate a high-level performance model in C++. The performance model is minimal feature set to meet the model accuracy requirements yet modular and flexible enough to be adapted for new projects and architectural exploration.
- Developing, analyzing, and presenting results of performance studies for different architectural and micro-architectural proposals from within the team as well as other architecture and design teams.
- Develop custom tools for analyzing simulation results of these complex architectures to provide new insights into their behavior and propose innovative architectural changes to improve the performance.
- Presenting performance study results to design teams and other architecture teams.
- Validating the performance model against the specification and correlating the model with RTL.
Created: 2024-10-04
Reference: 200520836
Country: United States
State: California
City: Cupertino
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:
-
Modeling Software Engineer
Apple in Santa Clara Valley (Cupertino), California -
Analog Mixed-Signal Modeling Engineer
Apple in Santa Clara Valley (Cupertino), California -
Applications Modeling Engineer, Megapack
Tesla Motors in Palo Alto, California -
Hardware Engineer - Power Analysis and Modeling
Apple in Cupertino, California -
AI Research Engineer, Generative Modeling, Self-Driving
Tesla Motors in Palo Alto, California -
Analog Mixed-Signal Behavioral Modeling Engineer
Apple in Santa Clara Valley (Cupertino), California -
Internship, Thermal Modeling Engineer, Abuse Functional Safety (Winter/Spring 2025)
Tesla Motors in Palo Alto, California -
Hardware Architecture Modeling Engineer, Accelerators
Google in Sunnyvale, California💸 $127000 - $187000 per year -
Vehicle Dynamics Modeling Engineer
Tesla Motors in Palo Alto, California💸 $84000 - $168000 per year -
Cellular Systems Engineer PHY Simulations and Base Station Modeling
Apple in San Diego, California -
Graphics Modeling Engineer
Apple in Santa Clara, California -
Staff Modeling/Simulation Engineer
Aurora Innovation in Mountain View, California -
Cell Lifetime Modeling Engineer, Semi
Tesla Motors in Palo Alto, California -
GPU Energy Modeling and Analysis Engineer
Apple in Santa Clara, California -
Battery Modeling and Algorithm Engineer
Apple in Cupertino, California -
Rocket Modeling System Engineer
SAIC in San Bernardino, California💸 $80001 - $120000. per year -
Graphics Modeling Engineer
Apple in Santa Clara, California -
Multimodal Generative Modeling Research Engineer - SIML, ISE
Apple in Cupertino, California -
SoC Modeling Engineering Team Lead, Annapurna Labs, Machine Learning Accelerators
Amazon in Cupertino, California💸 $151300 per year -
SoC Modeling ASIC Engineer
Meta in Sunnyvale, California