Founded in 2016 in Silicon Valley, Pony.ai has quickly become a global leader in autonomous mobility and is a pioneer in extending autonomous mobility technologies and services at a rapidly expanding footprint of sites around the world. Operating Robotaxi, Robotruck and Personally Owned Vehicles (POV) business units, Pony.ai is an industry leader in the commercialization of autonomous driving and is committed to developing the safest autonomous driving capabilities on a global scale. Pony.ai's leading position has been recognized, with CNBC ranking Pony.ai #10 on its CNBC Disruptor list of the 50 most innovative and disruptive tech companies of 2022. In June 2023, Pony.ai was recognized on the XPRIZE and Bessemer Venture Partners inaugural "XB100" 2023 list of the world's top 100 private deep tech companies, ranking #12 globally. As of August 2023, Pony.ai has accumulated nearly 21 million miles of autonomous driving globally and is listed publicly at NASDAQ. Responsibility * Lead the development, optimization and productionization of the machine learning platform * Improve the scalability and efficiency of the training infrastructure that enable a fast research to production lifecycle * Provide tooling to help ML practitioners evaluate, debug, and improve ML algorithms, data and hyperparameters * Develop efficient model deployment frameworks that can put large deep learning models on the compute with limited GPU resources on the vehicle * Collaborate with and support other teams, including perception, planning and data, to facilitate their model developments and deployments