Perception Machine Learning Engineer – ADAS
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The role
Develop and optimize perception algorithms for autonomous driving systems using camera and LiDAR data. Design and implement cutting-edge deep learning solutions for 2D/3D object detection, segmentation, tracking, and multi-task learning. Research and integrate BEV-based transformer models for perception tasks. Collaborate with cross-functional teams to ensure robust integration and smooth deployment. Test, release, and deploy perception algorithms into production programs. Support validation and verification using prototype and pre-production vehicles, and propose innovative software algorithms to enhance future autonomous driving capabilities.
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