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Autonomous Vehicles, Artificial Intelligence, Robotics, Automotive

Senior ML Compiler Engineer, Compute

Bangalore, Karnataka, IndiaHybridFull TimeSeniorPosted 2 months ago

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Role summary

Waymo's Compute Team is seeking a Senior ML Compiler Engineer to enhance their high-performance autonomous vehicle compute platform. This role involves analyzing and optimizing code generated by production compilers, developing compiler support for new architectural features, and collaborating with hardware architects on hardware/software co-design for neural network inference. The position requires a BS/MS/PhD in Computer Science/Electrical Engineering with specific years of industry experience, coupled with expertise in compiler development for parallel architectures, ML inference, and C++ programming. A hybrid work schedule is expected, with some alignment to Pacific Time zone hours.

Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced Driver™—to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Waymo Driver powers Waymo’s fully autonomous ride-hail service and can also be applied to a range of vehicle platforms and product use cases. The Waymo Driver has provided over ten million rider-only trips, enabled by its experience autonomously driving over 100 million miles on public roads and tens of billions in simulation across 15+ U.S. states.

Waymo's Compute Team is tasked with a critical and exciting mission: 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 we design and improve hardware and software for maximum performance. We are a diverse team looking for curious and talented teammates to work on one of the world's highest performance automotive compute platforms.

This role follows a hybrid work schedule and you will report to a Software Engineering Manager.

This position will require the ability to work some hours that align with the team in the Pacific Time zone on an as needed basis.

You will:

  • Analyze the performance characteristics of code generated by our production grade compiler, and design and implement optimizations to improve that performance
  • Design and implement compiler support for novel features of our high-performance architecture
  • Work with hardware architects to understand and influence the development of our unique neural network inference platform through hardware/software codesign
  • Work with model developers to tune their neural networks for better inference efficiency and accuracy
  • You have:

  • BS degree in Computer Science/Electrical Engineering or equivalent experience and 5+ years of industry experience OR
  • 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
  • We prefer:

  • 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
  • The expected base salary range for this full-time position 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. Waymo employees are also eligible to participate in Waymo’s discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements.

    Salary Range
    ₹6,100,000₹7,250,000 INR

    Sample Waymo interview questions

    • 1

      Design a data ingestion system

      system designmedium
    • 2

      Longest Substring with Two Distinct Characters Find the longest substring with at most two distinct characters. Input: s = "ccaabbb" Output: 5 Explanation: The substring "aabbb" contains exactly two distinct characters and has a maximum length of 5.

      codingmedium
    • 3

      Alien Dictionary Order Derive the alien dictionary order from a sorted list of alien words. Input: words = ["z","x","z"] Output: "" (Empty String) Explanation: The letter 'z' cannot come before 'x' and then suddenly after 'x', creating a cycle and making the dictionary invalid.

      codingmedium
    • 4

      Palindrome After Deleting One Character Determine if a string can be a palindrome after deleting at most one character. Input: s = "abc" Output: FALSE Explanation: Deleting any single character leaves either "ab", "bc", or "ac", none of which result in a valid palindrome.

      codingmedium

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