Staff Machine Learning Engineer, AI Infrastructure
Waymo · Mountain View, CA, USA; San Francisco, CA, USA; New York, NY, USA
Est. total comp~$207K–$341KFrom the posting
Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced Driver™—to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Waymo Driver powers Waymo’s fully autonomous ride-hail service and can also be applied to a range of vehicle platforms and product use cases. The Waymo Driver has provided over ten million rider-only trips, enabled by its experience autonomously driving over 100 million miles on public roads and tens of billions in simulation across 15+ U.S. states.
The Driver Understanding and Evaluation (DUE) team at Waymo is developing rich metrics for understanding the behavior of the Waymo Driver in the real world, and technologies such as context and scene analysis to understand driving, understanding and augmenting real world driving data to generate rare driving events, build large scale data infrastructure, improve components such as agents and a realistic simulator. These technologies come together to drive the overall technical strategy and methodology used to evaluate the behavior of the Waymo Driver.
The DUE Machine Learning team will build and operate scalable machine learning and data systems, simulation workflow and insight tools, improve and speed up the evaluation and onboard developer journeys. …
Job inventory
Required 6 items
7y
Education: Bachelor's degree in Computer Science, Machine Learning or a related field (or 4+ years of related experience)
Experience: 7+ years of experience in building machine learning systems
Skills and tools: Python, C++, TensorFlow, PyTorch
Preferred 3 items
10y
Education: PhD in Computer Science or a related field (or 8+ years of related experience)
Experience: 10+ years of experience in building production machine learning systems
Skills and tools: Robotics
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