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Machine Learning Engineer, Data & Systems

Waymo LLCMountain View, California, United States; San Francisco, California, United States
Hybrid Full-time $170K/yr - $216K/yr

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Experience Level

Experience

Qualifications

You will:Create foundational scale datasets and training recipes, developing methods for both human and machine labeling. Establish methods for continuous data intake, selection, and incremental updates of large models, including automated data collection and model update flywheels. Develop evaluation methods for real-world model performance and detect regressions in model updates. Create and maintain ground-truth free performance metrics. You have:A Bachelor’s degree in Computer Science or a related field, or equivalent deep learning experience.3+ years of experience in Machine Learning and/or Computer Vision. Proficiency in Python. Experience with ML frameworks such as PyTorch or JAX. We prefer:An MS or PhD in a related field.

About the job

Waymo is at the forefront of autonomous driving technology, striving to become the world’s most reliable driver. Originating from the Google Self-Driving Car Project in 2009, our mission has been to develop the Waymo Driver—the world's most experienced driver—to enhance mobility access and save countless lives lost to traffic accidents. The Waymo Driver powers our fully autonomous ride-hail service and can be adapted to various vehicle platforms and product applications. With over ten million rider-only trips and more than 100 million miles driven autonomously on public roads, along with tens of billions of miles simulated across more than 15 U. S. states, we are redefining transportation.

The Perception team is dedicated to building systems that learn the spatial-temporal representations and semantic meanings of the environment around the autonomous driving vehicle (ADV). We collaborate closely with downstream teams to optimize and integrate these systems into the Waymo Driver. Our research tackles real-world challenges and involves collaboration with Alphabet’s research teams. With access to millions of miles of diverse driving data from various sensors, our engineers develop methods for efficient and continuous learning from large-scale real-world data, model training at scale, real-world behavior analysis, and optimizing models for both onboard and offboard hardware.

In this hybrid role, you will report to a Technical Lead Manager.

About Waymo LLC

Waymo LLC is a pioneering company in the autonomous driving sector, dedicated to developing innovative solutions that enhance mobility and safety on the roads. With a strong emphasis on technology and research, Waymo aims to create a future where self-driving vehicles can operate safely and efficiently in real-world environments.

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