Senior ML Research Scientist, End-to-End Autonomous Driving
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The role
Lead research on end-to-end ML models for autonomous driving, turning raw sensor data (camera, LiDAR, radar) into actionable vehicle behaviors.
Develop and scale large perception and behavior models, leveraging real-world driving data and large-scale compute infrastructure.
Address long-tail events, safe and verifiable reasoning, and comfort in autonomous operation with novel ML approaches.
Collaborate with autonomy, data, and infrastructure teams to define roadmaps and implement holistic, learned solutions.
Build practical data, training, evaluation, and deployment pipelines, and deploy performant models on-road.
Publish impactful research and contribute to state-of-the-art while delivering results in a fast-paced, collaborative setting.
Develop and scale large perception and behavior models, leveraging real-world driving data and large-scale compute infrastructure.
Address long-tail events, safe and verifiable reasoning, and comfort in autonomous operation with novel ML approaches.
Collaborate with autonomy, data, and infrastructure teams to define roadmaps and implement holistic, learned solutions.
Build practical data, training, evaluation, and deployment pipelines, and deploy performant models on-road.
Publish impactful research and contribute to state-of-the-art while delivering results in a fast-paced, collaborative setting.
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