Machine Learning Engineer, 3D Object Detection (PhD New Grad)
仕事内容
Own and drive ML tasks in 3D object detection for autonomous perception, focusing on scalability and performance.
Develop algorithms and pipelines to improve spatial-temporal understanding of the driving environment.
Analyze real-world model behavior, identify root causes, and implement both short-term fixes and long-term improvements.
Monitor production ML systems, build AI-aided debugging tooling, and automatically detect regressions.
Create and maintain metrics for perception challenges, including safety-critical and long-tail issues.
Work in a hybrid role reporting to a Technical Lead Manager and collaborate with cross-functional teams to deploy ML on onboard and offboard hardware.
Develop algorithms and pipelines to improve spatial-temporal understanding of the driving environment.
Analyze real-world model behavior, identify root causes, and implement both short-term fixes and long-term improvements.
Monitor production ML systems, build AI-aided debugging tooling, and automatically detect regressions.
Create and maintain metrics for perception challenges, including safety-critical and long-tail issues.
Work in a hybrid role reporting to a Technical Lead Manager and collaborate with cross-functional teams to deploy ML on onboard and offboard hardware.
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