Machine Learning Engineer HD Map

Why Join Us

At Bot Auto, you’ll work on cutting-edge autonomous technologies that directly impact how self-driving cars perceive and navigate the world. You’ll collaborate with experts across AI, mapping, and robotics, shaping the next generation of intelligent mapping systems.

About the Role

We are seeking a highly motivated Machine Learning Engineer to join our HD mapping team. The ideal candidate will develop learning-based algorithms for online map building in both well-maintained road environments and challenging construction zones . You will leverage cutting-edge deep learning and transformer-based architectures to improve our real-time mapping and perception systems, which serve as the foundation for safe and scalable autonomous driving.

Key Responsibilities

• Design, train, and deploy deep learning models for lane marking and road feature detection using camera, LiDAR, and other sensor data.
• Develop transformer-based architectures and leverage other modern deep learning techniques for spatial-temporal perception and HD map updating.
• Handle complex scenarios such as poorly painted lanes and temporary construction areas in dynamic weather conditions .
• Collaborate with perception, localization, and planning teams to integrate learning-based map components into the autonomous driving system.
• Conduct data analysis, dataset curation, and annotation for model training and evaluation.

Qualifications

Required

Preferred