Machine Learning Perception Software Engineer
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The role
Develop and optimize machine learning models for perception tasks such as object detection, segmentation, tracking, and scene understanding.
Build robust perception pipelines by working with sensor data and integrating modules into autonomy, systems, and simulation workflows.
Analyze and curate datasets for training, validation, and testing, and design scalable training and evaluation pipelines.
Perform error analysis and implement improvements to model performance and reliability.
Collaborate with cross-functional teams and communicate findings to drive integration and deployment.
Stay up-to-date with the latest research in computer vision and machine learning to inform improvements.
Build robust perception pipelines by working with sensor data and integrating modules into autonomy, systems, and simulation workflows.
Analyze and curate datasets for training, validation, and testing, and design scalable training and evaluation pipelines.
Perform error analysis and implement improvements to model performance and reliability.
Collaborate with cross-functional teams and communicate findings to drive integration and deployment.
Stay up-to-date with the latest research in computer vision and machine learning to inform improvements.
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