Neural Network Performance Expert
13 hours ago
Leverage your expertise in high-performance computing to optimize neural network performance on Waymo's cutting-edge platforms.
The Compute Team at Waymo is dedicated to delivering the compute platform responsible for running the autonomous vehicle's software stack. As a member of this team, you will contribute to the development of high-performance custom silicon, system-level compute architectures, and collaborative efforts to improve hardware and software performance.
In this role, you will focus on maximizing performance of our neural networks by enhancing and extending our production-grade compiler. You will work closely with hardware architects and model developers to develop an understanding of our unique neural network inference platform and neural networks.
Key Responsibilities:
- Develop and maintain a deep understanding of our unique neural network inference platform and neural networks
- Collaborate with hardware architects and model developers to optimize neural network performance
- Design and implement compiler support for novel features of our high-performance architecture
Requirements:
- Bachelor's degree in Computer Science/Electrical Engineering or equivalent practical experience and 3+ years of industry experience OR Master's degree in Computer Science/Electrical Engineering and 1+ year of industry experience OR Ph.D. degree in Computer Science/Electrical Engineering or equivalent years of experience
- 1+ year of industry and/or academic experience with compilers and parallel computing
- 1+ year of industry and/or academic experience working with ML inference or linear algebra computations
- C++ programming skills
Salary Range: $158,000-$200,000 USD per year. We offer a competitive compensation package, including a discretionary annual bonus program, equity incentive plan, and generous company benefits program, subject to eligibility requirements.
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