companyWaymo LLC logo

Senior Machine Learning Engineer, Simulation

Waymo LLCMountain View, CA, USA; New York, NY, USA
On-site Full-time $204K/yr - $259K/yr

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Experience Level

Mid to Senior

Qualifications

You will:Report to the Team Lead for the Learned Metrics Team. Design and implement machine learning models that evaluate our autonomous vehicles' behavior. Develop infrastructure to support high-performing ML models. Collaborate with cross-functional teams to integrate state-of-the-art solutions into production. You have:A Bachelor's degree in Computer Science, Robotics, Statistics, Physics, Mathematics, or a related quantitative field, or equivalent professional experience. A minimum of 2 years of experience in developing production-ready machine learning models. Proficiency in coding and designing production systems using Python and C++. A solid foundation in applied Deep Learning techniques. A proven track record of enhancing model quality. We prefer:4+ years of experience in building production-ready machine learning systems. Experience with reinforcement learning, transfer learning, or similar techniques.

About the job

Waymo is pioneering the future of autonomous driving technology with a vision to become the world's most trusted driver. Originating from the Google Self-Driving Car Project in 2009, Waymo has dedicated itself to creating the Waymo Driver—The World’s Most Experienced Driver™—which aims to enhance mobility access and save countless lives lost in traffic accidents. Powering Waymo’s fully autonomous ride-hailing platform, the Waymo Driver is adaptable across various vehicle types and applications. With over ten million rider-only trips achieved and a remarkable track record of driving more than 100 million miles on public roads and tens of billions in simulation across 15+ U. S. states, Waymo is at the forefront of transforming transportation.

The Driver Understanding and Evaluation team at Waymo is crucial in developing an in-depth understanding of the Waymo Driver's behavior. With an impressive capacity of over one million driverless miles each week, it is essential for Waymo to comprehend and evaluate all vehicle behaviors—both in real-world scenarios and simulations—through automated algorithms. The learned metrics team is a strategic initiative employing machine learning to scale and meet Waymo's ambitious goals. We work collaboratively across various teams to transition machine learning into production systems and establish Waymo’s reward function. Our focus is on building and maintaining large-scale machine learning and data systems, simulation workflows, and analytical tools. By merging expert human insights with cutting-edge machine learning models, we provide training and evaluation data for the Waymo driver. We seek enthusiastic researchers and software engineers who are passionate about creating robust production-grade machine learning systems for our autonomous vehicles and possess an unwavering commitment to enhancing our technology stack's performance.

About Waymo LLC

Waymo is at the forefront of autonomous driving technology, dedicated to building safer, more efficient transportation solutions. With a mission to make self-driving cars a reality, Waymo aims to transform mobility and enhance safety on our roads.

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