Staff Machine Learning Compiler Engineer, Compute

4 weeks ago


Mountain View, Arkansas, United States Waymo Full time

Waymo Driver is a cutting-edge autonomous driving technology company with a mission to be the most trusted driver.

Since its inception as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced DriverTM—to improve access to mobility while saving thousands of lives now lost to traffic crashes.

The Waymo Driver powers Waymo One, a fully autonomous ride-hailing service, and can also be applied to a range of vehicle platforms and product use cases.

The Waymo Driver has provided over one million rider-only trips, enabled by its experience autonomously driving tens of millions of miles on public roads and tens of billions in simulation across 13+ U.S. states.

We deliver the compute platform responsible for running the autonomous vehicle's software stack.

To achieve our mission, we architect and create high-performance custom silicon; we develop system-level compute architectures that push the boundaries of performance, power, and latency; and we collaborate with many other teammates to ensure the optimization of hardware and software for maximum performance.

Key Responsibilities:

  • Analyze the performance characteristics of code generated by our production-grade compiler and develop and implement engineering roadmaps for its improvement.
  • Architect, and implement compiler support for novel features of our unique neural network inference platform.
  • Guide model developers and hardware architects towards improving the efficiency and achieved performance of inference hardware through software/hardware co-design.

Requirements:

  • BS degree in Computer Science/Electrical Engineering or equivalent experience and 7+ years of industry experience OR
  • ~ MS degree in Computer Science/Electrical Engineering and 5+ years of industry experience OR
  • ~ PhD degree in Computer Science/Electrical Engineering and 3+ years of industry experience
  • ~3+ years of industry and/or academic experience working on compilers for neural networks or linear algebra computation targeting parallel architectures
  • ~1+ years of experience in techniques used to generate code optimized for performance on a parallel architecture
  • ~ C++ programming skills
  • Python programming experience
  • 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

Salary Range: The expected base salary range for this full-time position across US locations is listed below. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level.



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