The ML metrics team focuses on data-driven metrics development for systems and subsystems to guide training and evaluation of our neural networks. The team charter is centered around two core concepts. First: how should we score the AV system as a whole in a way that is compliant with legal, ethical and ride comfort related constraints? Second: given such system level score, how do we score subsystems in a way that informs progress towards the system level goals.

The Motional global headquarters are located at 100 Northern Avenue in Boston, MA. Nestled in the busting Seaport district with sweeping views of Boston Harbor and downtown Boston, the offices are located close to major transit lines and a quick walk to various restaurants and popular attractions.

What You'll Be Doing

  • Develop cutting-edge ML based smart agent models to ensure that the simulation environment reflects the real world driving behavior, with cars, pedestrians, cyclists interacting with our autonomous car in realistic fashion. 
  • Collaborate with other teams such as machine learning platform, infrastructure teams to deploy the smart agent models. 
  • Develop the performance metrics of our autonomous car.

What We're Looking For

  • 2+ years of industry experience.
  • Masters or PhD in Computer Science, Statistics, Applied Mathematics, or a related field.
  • Solid understanding of fundamental statistics and deep learning concepts.
  • Track record of driving ML projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.
  • Strong communication and presentation skills - can explain complicated topics and ideas in a clear and concise manner.
  • Fluent in python or C++.
Motional is making driverless vehicles a safe, reliable, and accessible reality.
Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group and Aptiv, Motional is fundamentally changing how people move through their lives.
 
Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit www.Motional.com and follow us on TwitterLinkedInFacebookInstagram and YouTube.
 
 
Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.

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