Senior Machine Learning Software Engineer - New York - Waymo

    Waymo
    Waymo New York

    2 days ago

    Default job background
    Description

    Autonomous Driving Technology Company: Improving Access to Mobility and Saving Lives

    Since its inception in 2009 as the Google Self-Driving Car Project, Waymo has focused on developing the Waymo Driver - The World's Most Experienced Driver.

    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.

    Driver Understanding and Evaluation Team

    The team develops a rich understanding of Waymo Driver's behavior, with over 1 million driverless miles per week.

    Critical to this effort is the ability to understand and assess the behavior of all vehicles - both in the field and in simulation - with automated algorithms.

    We collaborate across teams to bring machine learning to production systems and build what is Waymo's reward function.

    The learned metrics team is a strategic bet to use machine learning to ensure we can scale to meet Waymo's goals.

    Key Responsibilities:

    • Report into the TLM for the Learned Metrics Team
    • Develop and improve ML models that assess our autonomous vehicle's behavior
    • Develop ML infrastructure to support robust and performant models
    • Collaborate across teams to bring state-of-the-art to production

    Requirements:

    • PhD in Computer Science, Robotics, Statistics, Physics, Math or another quantitative area, or equivalent work experience
    • 2+ years of experience building productionized ML models
    • Strong coding and design skills: comfort building production systems (Python / C++)
    • Strong background and experience in applied Deep Learning
    • A strong track record in improving model quality

    Preferred Qualifications:

    • 4+ years of experience building productionized ML models
    • Experience in reinforcement learning, transfer learning, and/or multi-task learning
    • Experience with large-scale data and models


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Senior machine learning software engineer