Applied Research Scientist, 3D Object Detection (PhD New Grad)
仕事内容
Own tasks in ML for 3D object detection, ensuring scalability and high performance.
Analyze real-world ML system behavior, identify issues, and propose practical solutions.
Monitor production ML systems, develop automated tooling for detecting regressions and aiding debugging.
Develop and maintain metrics for perception-relevant issues, including safety-critical and long-tail events.
Collaborate with downstream teams to optimize models for onboard and offboard hardware and enable scalable training.
Ideal candidates have PhD or equivalent deep learning experience, strong Python and PyTorch/JAX skills; C++ is a plus.
Analyze real-world ML system behavior, identify issues, and propose practical solutions.
Monitor production ML systems, develop automated tooling for detecting regressions and aiding debugging.
Develop and maintain metrics for perception-relevant issues, including safety-critical and long-tail events.
Collaborate with downstream teams to optimize models for onboard and offboard hardware and enable scalable training.
Ideal candidates have PhD or equivalent deep learning experience, strong Python and PyTorch/JAX skills; C++ is a plus.
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