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 15 million miles of autonomous driving globally.

Responsibility

As a member of the Data and Evaluation team, you will design and implement a diverse set of backend services and tools. The systems you build will have a large impact on ADAS, from fleet data collection & processing, to Machine Learning workflows, to evaluation and validation of the ADAS software stack.

• Design and implement tools and pipeline to handle data from autonomous vehicles including data labeling, batch processing, simulation, system and module evaluation
• Design and implement smart labeling pipeline using deep learning to generate evaluation and training ground truth
• Setup and maintain monitoring for system metrics, latency and alerts. 
• Work closely with different autonomous driving components and dive deep into each component and design corresponding evaluation metrics and tools