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Senior Machine Learning Compiler Engineer
1 month ago
Waymo is a leader in autonomous driving technology, with a mission to create the most trusted driver. Our Compute Team is responsible for delivering the compute platform that powers our autonomous vehicles. We're seeking a talented Senior Machine Learning Compiler Engineer to join our team.
About the RoleWe're looking for a skilled engineer to analyze the performance characteristics of our production-grade compiler and design optimizations to improve performance. You'll work with our hardware architects to develop our unique neural network inference platform and collaborate with model developers to tune their neural networks for better inference efficiency and accuracy.
Responsibilities- Analyze performance characteristics of code generated by our production-grade compiler and design optimizations to improve performance
- Design and implement compiler support for novel features of our high-performance architecture
- Work with hardware architects to develop our unique neural network inference platform through hardware/software codesign
- Collaborate with model developers to tune their neural networks for better inference efficiency and accuracy
- BS degree in Computer Science/Electrical Engineering or equivalent experience and 5+ years of industry experience
- MS degree in Computer Science/Electrical Engineering and 3+ years of industry experience
- PhD degree in Computer Science/Electrical Engineering and 1+ years of industry experience
- 3+ years experience working on compilers for parallel architectures
- 1+ years experience working with ML inference or linear algebra computation
- C++ programming skills
- Python programming experience
- Experience with compilers for neural networks
- Knowledge of computer architectures used for neural network inference, and neural network performance characteristics
- Knowledge of the principles behind popular machine learning and neural network algorithms and applications
Waymo employees are eligible to participate in our discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements.
Salary Range: $192,000 - $243,000 USD
