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Senior Machine Learning Engineer, Simulation

Waymo LLCLondon, UK
Hybrid Full-time

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Experience Level

Senior

Qualifications

You will:Join a world-class research engineering team to advance the state-of-the-art in ultra-realistic AV simulations using foundation models. Collaborate with teams in Waymo Oxford to leverage large models for enhanced simulation realism. Design experiments to push the boundaries of AV simulations. Develop metrics to assess the realism of simulated environments. Train and evaluate large models, integrating them into the simulator and its downstream applications. Contribute to hiring exceptional research engineers from diverse backgrounds. Participate in a collaborative team that transforms research ideas into production-ready implementations. We prefer:A minimum of 4 years of experience in applied Deep Learning.4+ years of coding and design expertise. Experience addressing complex production challenges with advanced ML techniques. Proven success in transitioning research into production. Strong background in Data Analysis or Data Science.

About the job

Waymo is a pioneering company in the field of autonomous driving technology, dedicated to becoming the most trusted driver in the world. Originating from the Google Self-Driving Car Project in 2009, Waymo has concentrated on developing the Waymo Driver—The World’s Most Experienced Driver™—to enhance mobility access and save lives lost to traffic accidents. The Waymo Driver supports our fully autonomous ride-hailing service and is adaptable across various vehicle platforms and applications. With over ten million rider-only trips and more than 100 million miles driven autonomously on public roads, complemented by tens of billions of miles in simulation across 15+ U. S. states, our experience is unparalleled.

The Simulator team is at the forefront of creating cutting-edge simulations of real-world environments for the training and assessment of the Waymo Driver. We leverage machine learning to accurately model the real world, incorporating realistic agents (vehicles, pedestrians, cyclists, motorcyclists, etc.), road systems, traffic controls, and weather conditions. To enhance the precision and flexibility of our simulations, we utilize large foundation models trained on extensive datasets, enabling rapid setup and deployment of multiple scenarios for our driver.

Our London-based team collaborates closely with our colleagues in Mountain View and Oxford to develop and enhance these foundation models and integrate them into various evaluation and training products. We are seeking talented research engineers eager to tackle these innovative challenges.

In this hybrid role, you will report directly to an Engineering Manager.

About Waymo LLC

Waymo is committed to advancing the future of mobility through its cutting-edge autonomous driving technology. With a focus on safety and reliability, Waymo aims to transform transportation by making it accessible and efficient for all. Our innovative solutions are backed by extensive research and real-world experience, positioning us as a leader in the autonomous vehicle industry.

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