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Machine Learning Engineer at Waymo | London, England

Waymo LLCLondon, England, United Kingdom
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

You will:Design and implement scalable systems for training and fine-tuning large-scale generative models to simulate realistic driving behaviors. Drive the development and iteration of novel Reinforcement Learning algorithms, reward functions, and training paradigms aimed at creating high-fidelity and insightful driving behaviors. Lead the creation of advanced Deep Learning models and Generative AI (LLM/VLM) solutions to support human-led triaging, automate high-volume workflows, and conduct detailed analyses of self-driving behaviors to identify critical anomalies. Manage the production and optimization of machine learning models focused on evaluating Waymo’s extensive fleet of vehicles that travel millions of miles collectively. Stay ahead of industry best practices from Alphabet and beyond to develop a pioneering Reinforcement Learning from Human Preference (RLHF) based data collection and evaluation framework. Collaborate closely with diverse teams (e.g., Prediction, Planning, Research) and senior leadership across Waymo to achieve significant strategic goals.

About the job

Waymo, an innovative leader in autonomous driving technology, aims to become the world's most trusted driver. Originating as the Google Self-Driving Car Project in 2009, Waymo has dedicated itself to creating the Waymo Driver—The World’s Most Experienced Driver™—to enhance mobility access and reduce traffic-related fatalities. The Waymo Driver powers our fully autonomous ride-hail service, having successfully completed over ten million rides, leveraging extensive experience from over 100 million miles driven on public roads and tens of billions of simulation miles across 15+ U. S. states.

The DUE ML Core London team is at the forefront of developing and managing scalable machine learning systems, simulation workflows, and insightful tools aimed at enhancing evaluation processes and developer onboarding experiences. By integrating expert human insights with state-of-the-art machine learning models, we provide critical training and evaluation data across numerous metrics and components that define the Waymo Driver.

We are on the lookout for enthusiastic researchers and software engineers eager to innovate ML methodologies for evaluation systems and propel performance enhancements throughout our technology stack.

About Waymo LLC

Waymo is a pioneering force in the field of autonomous driving technology, dedicated to making transportation safer and more accessible for everyone. With a rich history rooted in the Google Self-Driving Car Project, Waymo continues to push the boundaries of innovation and safety in mobility.

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