AI Compiler Engineer - Autopilot Systems
Palo Alto, CA, United States
**AI Compiler Engineer - Autopilot Systems**
????Engineering & Information Technology????Palo Alto, California?? ID105517???? **The Role**
As a member of the Autopilot team, you will have the opportunity to apply your technical skills to a variety of system components & foundational code targeting higher performance of Autopilot. You will be responsible for the internal working of the AI compiler running Neural Networks in millions of Tesla cars. Having experience or familiarity with Computer Vision, Machine Learning & related software concepts is a plus. Youll work with many of the same great engineers who delivered Teslas custom FSD computer as well as Machine Learning scientists. The ideal candidate is an experienced compiler developer comfortable with working rapidly in a small-team environment.
Responsibilities
* Take ownership of a few areas of the compiler (flexible, based on skills/interests/needs).
* Closely collaborate with AI team to guide them on the design and the development of Neural Networks into production.
* Collaborate with HW team to understand current HW architecture and propose future improvements.
* Develop algorithms to improve performance and reduce compiler overhead.
* Debug functional and performance issues on massively-parallel systems.
* Work on architecture-specific neural network optimization algorithms for high performance computing.
Requirements
* Prior industry experience as a compiler developer
* Comfortable with C++ and assembly code
* Capable of delivering results with minimal oversight
Nice to Have
* Previous professional experience with Python
* LLVM code familiarity
* Performance analysis experience
* Experience coding parallel programs
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**AI Compiler Engineer - Autopilot Systems**
???? Engineering & Information Technology ???? Palo Alto, California ?? ID 105517 ???? Full-time **The Role**
As a member of the Autopilot team, you will have the opportunity to apply your technical skills to a variety of system components & foundational code targeting higher performance of Autopilot. You will be responsible for the internal working of the AI compiler running Neural Networks in millions of Tesla cars. Having experience or familiarity with Computer Vision, Machine Learning & related software concepts is a plus. Youll work with many of the same great engineers who delivered Teslas custom FSD computer as well as Machine Learning scientists. The ideal candidate is an experienced compiler developer comfortable with working rapidly in a small-team environment.
Responsibilities
* Take ownership of a few areas of the compiler (flexible, based on skills/interests/needs).
* Closely collaborate with AI team to guide them on the design and the development of Neural Networks into production.
* Collaborate with HW team to understand current HW architecture and propose future improvements.
* Develop algorithms to improve performance and reduce compiler overhead.
* Debug functional and performance issues on massively-parallel systems.
* Work on architecture-specific neural network optimization algorithms for high performance computing.
Requirements
* Prior industry experience as a compiler developer
* Comfortable with C++ and assembly code
* Capable of delivering results with minimal oversight
Nice to Have
* Previous professional experience with Python
* LLVM code familiarity
* Performance analysis experience
* Experience coding parallel programs
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