Video Processing Architect, Platform Architecture
Cupertino, California, United States
Hardware
Do you love problem solving in a collaborative environment and then having the results of your efforts benefitting millions around the world? 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! You’ll drive development of our renowned system-on-a-chip architecture and develop algorithms to improve image quality and enable new use cases. You’ll develop forward-looking prototype systems as well as build and deploy software development tools that will be distributed to the Apple engineering community and help build the seamless technology experiences we’re known for worldwide.
In this role, you will be interfacing with software and hardware architects, designers and validation engineers to develop video processing algorithms that map onto efficient SoC architectures for complex pixel processing systems. You will investigate new processing techniques, that may combine traditional pixel processing techniques with newer neural network-based methods. You will have the challenge of delivering state-of-the-art image/video quality under power, performance and area constraints.
Description
- Develop state-of-the art video processing algorithms, with the goal of improving picture quality on Apple devices.
- Work across teams to trade-off performance, power, area, quality and schedule when mapping video processing algorithms onto SoC architecture.
- Write clear and concise hardware architecture specifications.
- Write bit-accurate C-models for hardware/software verification.
- Assist software teams to help tune quality.
Minimum Qualifications
- BS degree
- Ability to program in the following languages: Python, PyTorch and/or C/C++
- Understanding of image/video/signal processing fundamentals
- Understanding of neural network fundamentals
Key Qualifications
Preferred Qualifications
- MS or PhD degree
- 15+ years of experience
- Demonstrated ability of developing new image/video processing algorithms
- Experience in developing neural network-based image/video processing algorithms
- Communication skills and ability to work across various groups
- Understanding of fixed point representation and processing and/or ability to write bit-accurate software models
- Understanding of pipelining and pixel processing architectures
- Knowledge of computer architecture fundamentals
Education & Experience
Additional Requirements
Pay & Benefits
Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure 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.