Staff Machine Learning Engineer, Simulation
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The role
Develop production-grade ML models to assess autonomous vehicle behavior and safety metrics.
Build scalable ML infrastructure and data pipelines to support training, evaluation, and deployment at scale.
Design and implement simulation workflows and large-scale data systems for robust validation.
Collaborate across teams to bring state-of-the-art research into production, shaping reward functions and evaluation metrics.
Apply applied deep learning, reinforcement learning, and transfer learning techniques to improve model quality and robustness.
Lead initiatives, mentor teammates when needed, and drive performance improvements across the ML stack.
Build scalable ML infrastructure and data pipelines to support training, evaluation, and deployment at scale.
Design and implement simulation workflows and large-scale data systems for robust validation.
Collaborate across teams to bring state-of-the-art research into production, shaping reward functions and evaluation metrics.
Apply applied deep learning, reinforcement learning, and transfer learning techniques to improve model quality and robustness.
Lead initiatives, mentor teammates when needed, and drive performance improvements across the ML stack.
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