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Waymo is looking to improve its autonomous driving technology by enhancing the Perception system's ability to 'see' the world around the self-driving car, addressing real-world problems and developing complex models and techniques at scale.

Requirements

• 5+ years experience in Computer Vision and/or Machine Learning
• Experience with Python
• Experience with C++

Responsibilities

• Apply machine learning techniques to build multi-modal sensor fusion architectures including object detection and tracking, semantic segmentation, road understanding, and future prediction
• Create foundation scale data sets and training recipes, build generalizing model and robustify against adversarial conditions (like sensor degradation)
• Develop data mining, labeling, training and evaluation pipelines and develop automated data collection/model update flywheels

Other

• Bachelors in Computer Science or a similar discipline, or an equivalent amount of deep learning experience
• MS or PhD Degree in Machine Learning, Robotics, Computer Science or a similar discipline
• Publications at top-tier conferences like CVPR, ICCV, ECCV, ICLR, ICML, ICRA, RSS, NeurIPS, AAAI, IJCV, PAMI