Pony AI-posted 9 months ago
Fremont, CA
501-1,000 employees
Publishing Industries

Pony.ai, founded in 2016 in Silicon Valley, has quickly established itself as a global leader in autonomous mobility. The company operates various business units including Robotaxi, Robotruck, and Personally Owned Vehicles (POV), focusing on the commercialization of autonomous driving technologies. Pony.ai is committed to developing the safest autonomous driving capabilities on a global scale, and its innovative approach has earned it recognition as one of the most disruptive tech companies in the industry. As of August 2023, Pony.ai has accumulated nearly 15 million miles of autonomous driving globally.

  • 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
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