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Senior/Staff Machine Learning Engineer - Prediction & Behavior ML

Develop new algorithms to model the future behavior of all other agents in the world.
Boston
Senior
$210,000 - 303,000 USD / year
2 weeks ago
Zoox

Zoox

Developing autonomous mobility solutions with an aim to improve urban transportation.

✨ About The Role

- Develop new algorithms to model the future behavior of all agents in the environment and our own vehicle's actions - Create generative deep learning algorithms to improve simulation realism for offline validation systems - Build foundational models for on-vehicle and offline applications to enhance driving behavior and safety - Utilize large-scale machine learning infrastructure to push the boundaries of the field and discover new solutions - Collaborate with various engineering teams to solve the overall autonomous driving problem in complex urban environments

⚡ Requirements

- Experienced machine learning engineer with a background in developing and deploying deep learning models for behavior prediction and simulation in autonomous vehicles - Proficient in C++ and Python with a strong foundation in algorithm design and mathematics - Skilled in training and deploying machine learning pipelines and frameworks for large-scale applications - Ability to collaborate effectively with cross-functional teams such as Perception, Planning, and Simulation to solve complex problems in urban autonomous driving environments - Strong communication skills and a passion for innovation in the field of autonomous mobility solutions
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Senior/Staff Machine Learning Engineer - Prediction & Behavior ML
Boston
$210,000 - 303,000 USD / year
Software
About Zoox
Developing autonomous mobility solutions with an aim to improve urban transportation.