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Machine Learning Engineer for Simulation Realism

Waymo LLCMountain View, CA, USA
Hybrid Full-time $238K/yr - $302K/yr

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Experience Level

Mid to Senior

Qualifications

You will:Be part of a world-class applied ML team focused on advancing ultra-realistic autonomous vehicle (AV) simulations by harnessing Generative AI technologies. Utilize your deep expertise in ML, especially GenAI, to push the boundaries of simulation realism and the capabilities of autonomous driving. Independently oversee the entire lifecycle of product innovations, from prototyping and productization to scaling simulations and data processing systems. Collaborate with an applied ML engineering team to transform research concepts into production-ready solutions. You have:7+ years of experience in applied Deep Learning.7+ years of coding and design expertise.7+ years of experience in solving complex production challenges using state-of-the-art ML techniques.7+ years of...

About the job

Waymo is pioneering the future of autonomous driving technology with a commitment to becoming the most trusted driver worldwide. Since its inception as the Google Self-Driving Car Project in 2009, Waymo has dedicated itself to developing the Waymo Driver—The World’s Most Experienced Driver™—with the goal of enhancing mobility access and saving countless lives currently lost to traffic accidents. The Waymo Driver not only powers our fully autonomous ride-hail service but is also adaptable across various vehicle platforms and applications. Having completed over ten million rider-only trips and autonomously navigated more than 100 million miles on public roads, our technology has undergone extensive testing, including tens of billions of miles in simulations across more than 15 U. S. states.

The Simulator Team at Waymo specializes in creating cutting-edge simulations of realistic environments designed for the rigorous testing and training of the Waymo Driver. Our diverse and collaborative team comprises software engineers, machine learning (ML) engineers, and data scientists, all united in our mission to develop industry-leading simulation solutions utilizing advanced ML algorithms to measure and enhance the Waymo Driver's performance. By leveraging machine learning, we meticulously model real-world scenarios, including realistic agents such as vehicles, pedestrians, cyclists, motorcyclists, roads, traffic control systems, and varying weather conditions.

To enhance the fidelity and steerability of our simulations, we integrate the latest ML technologies, including large foundation models trained on our exclusive datasets and advanced diffusion techniques. Our investment in robust infrastructure facilitates the swift setup and deployment of multiple scenarios for comprehensive testing of our autonomous driving systems.

In this hybrid role, you will report to a Senior Engineering Manager.

About Waymo LLC

Waymo is at the forefront of self-driving technology, striving to improve mobility and safety on the roads. With a legacy of innovation from its roots in Google, Waymo continues to set the standard in autonomous driving.

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