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Software Engineer - Perception Mapping

Design and implement algorithms to predict HD map elements using multisensor fusion.
Foster City, California, United States
Mid-Level
$173,000 - 278,000 USD / year
2 weeks ago
Zoox

Zoox

Developing autonomous mobility solutions with an aim to improve urban transportation.

✨ About The Role

- The role involves training and developing state-of-the-art HD map prediction models. - You will be responsible for developing algorithms and machine learning models for sensor fusion. - The position includes creating algorithms and tools for data mining, dataset building, and dataset analysis. - Writing on-vehicle software for model inference and post-processing of model results is a key responsibility. - Collaboration with the Mapping team to automate the map creation process is an essential part of the job.

âš¡ Requirements

- The ideal candidate will have a strong mathematical background and be comfortable programming in C++ and Python. - Experience with modern machine learning frameworks, particularly PyTorch, is essential for success in this role. - A solid understanding of computer vision techniques and machine learning principles is crucial. - Candidates with experience in HD mapping, multiview geometry, and 3D reconstruction will have an advantage. - A passion for developing innovative solutions in a technically challenging and safety-critical environment is important.
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Software Engineer - Perception Mapping
Foster City, California, United States
$173,000 - 278,000 USD / year
Software
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About Zoox
Developing autonomous mobility solutions with an aim to improve urban transportation.