Senior Machine Learning and Simulation Engineer - Autonomous Vehicles
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仕事内容
Lead the design and development of large-scale reinforcement learning training frameworks to accelerate the creation of multi-modal autonomous vehicle foundation models.
Design, build, and optimize simulation and data processing pipelines to enable scalable training of driving policies.
Focus on measuring and enhancing simulation quality and refining reward functions for RL training.
Ensure the reliability and performance of training workflows on large GPU clusters through robust monitoring and debugging tools.
Partner with researchers to integrate state-of-the-art model architectures into efficient and scalable training pipelines.
Collaborate across AV Platform, Product, and Research teams to translate research into deployable, high-impact autonomous driving solutions.
Design, build, and optimize simulation and data processing pipelines to enable scalable training of driving policies.
Focus on measuring and enhancing simulation quality and refining reward functions for RL training.
Ensure the reliability and performance of training workflows on large GPU clusters through robust monitoring and debugging tools.
Partner with researchers to integrate state-of-the-art model architectures into efficient and scalable training pipelines.
Collaborate across AV Platform, Product, and Research teams to translate research into deployable, high-impact autonomous driving solutions.
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