Senior Machine Learning Engineer, Simulation
仕事内容
Develop ML models that assess autonomous vehicle behavior and contribute to the learned metrics framework.
Build and optimize ML infrastructure to support performant, scalable models and data pipelines.
Collaborate with cross-functional teams to bring state-of-the-art methods into production systems.
Apply applied deep learning, reinforcement learning, and transfer learning to improve model quality.
Own end-to-end ML workflows, from data collection and annotation to evaluation and deployment.
Help design evaluation metrics and contribute to the reward function guiding the autonomous driving system.
Build and optimize ML infrastructure to support performant, scalable models and data pipelines.
Collaborate with cross-functional teams to bring state-of-the-art methods into production systems.
Apply applied deep learning, reinforcement learning, and transfer learning to improve model quality.
Own end-to-end ML workflows, from data collection and annotation to evaluation and deployment.
Help design evaluation metrics and contribute to the reward function guiding the autonomous driving system.
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