Senior Machine Learning Engineer - ML Agents and Planning
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仕事内容
Develop novel deep learning models that use imitation learning and reinforcement learning to generate driving plans for human-like agents.
Advance techniques to estimate the quality of those driving plans along safety, progress, comfort and realism.
Contribute to large-scale ML infrastructure to discover new solutions and push the boundaries of the field.
Create metrics and tooling to analyze errors and understand improvements of the systems.
Collaborate with engineers on Perception, Planning, Simulation, and Validation to solve autonomous driving challenges.
Deliver production-ready ML pipelines for dataset creation, training, deployment, and monitoring.
Advance techniques to estimate the quality of those driving plans along safety, progress, comfort and realism.
Contribute to large-scale ML infrastructure to discover new solutions and push the boundaries of the field.
Create metrics and tooling to analyze errors and understand improvements of the systems.
Collaborate with engineers on Perception, Planning, Simulation, and Validation to solve autonomous driving challenges.
Deliver production-ready ML pipelines for dataset creation, training, deployment, and monitoring.
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