Bot Auto

Machine Learning Engineer

• Explore and propose new ideas using your knowledge and experience in deep learning, neural networks and large foundation models in autonomous driving including: end-to-end object detection, tracking and prediction, end-to-end planning and control, and end-to-end autonomous driving system, end-to-end online mapping. and etc..
• Work on the entire life cycle of machine learning projects from data analysis, model experimentations to performance metrics verifications, and understand the entire workflow in great detail.
• Be exposed to many cross-team projects and collaborate with the product, simulation and other sibling autonomous driving algorithm teams to extend machine learning technology to all components.

Senior Machine Learning Engineer

Translator

• Be part of a multidisciplinary team of research scientists and engineers using an AI-first approach to enable safe, scalable self-driving.
• Design and develop advanced SLAM systems to create, automate, and optimize large-scale 3D mapping pipelines for autonomous trucking environments.
• Implement robust, precise, and real-time state estimation algorithms capable of maintaining accuracy and reliability under challenging conditions.
• Build and refine deep-learning-based observation models that enhance perception and localization performance across diverse and complex real-world scenarios.
• Integrate and validate localization and mapping solutions across onboard and offline systems, ensuring scalability, efficiency, and long-term stability.
• Collaborate cross-functionally with perception, planning, control, and systems teams to align mapping and localization outputs with broader autonomy goals.

Software Engineer, Localization and Mapping

• 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.

Senior Machine Learning Engineer

Software Engineer, Localization and Mapping

Machine Learning Engineer – HD Map