<p><span style="font-weight: 400;">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.</span></p> <p><strong>What You'll Be Doing</strong></p> <ul> <li style="font-weight: 400;"><span style="font-weight: 400;">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.&nbsp;</span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Collaborate with other teams such as machine learning platform, infrastructure teams to deploy the smart agent models.&nbsp;</span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Develop the performance metrics of our autonomous car.</span></li> </ul> <p><strong>What We're Looking For</strong></p> <ul> <li style="font-weight: 400;"><span style="font-weight: 400;">2+ years of industry experience.</span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Masters or PhD in Computer Science, Statistics, Applied Mathematics, or a related field.</span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Solid understanding of fundamental statistics and deep learning concepts.</span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Track record of driving ML projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.</span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Strong communication and presentation skills - can explain complicated topics and ideas in a clear and concise manner.</span></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Fluent in python or C++.</span></li> </ul><div class="content-conclusion"><div data-pm-slice="1 1 []" data-en-clipboard="true"><strong>Motional is making driverless vehicles a safe, reliable, and accessible reality.</strong></div> <div>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<a href="https://www.hyundaiusa.com/us/en">&nbsp;</a>and Aptiv, Motional is fundamentally changing how people move through their lives.</div> <div>&nbsp;</div> <div>Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit&nbsp;<a href="http://www.motional.com/">www.Motional.com</a>&nbsp;and follow us on&nbsp;<a href="https://twitter.com/motionaldrive">Twitter</a>,&nbsp;<a href="https://www.linkedin.com/company/67123512/">LinkedIn</a>,&nbsp;<a href="https://facebook.com/Motional-636044730363064">Facebook</a>,&nbsp;<a href="https://www.instagram.com/motionaldrive/">Instagram</a>&nbsp;and&nbsp;<a href="https://www.youtube.com/channel/UCr__mGPkBb-KMoYWbSGuA9w">YouTube</a>.</div> <div>&nbsp;</div> <div>&nbsp;</div> <div> <div data-pm-slice="1 1 []" data-en-clipboard="true"><em>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.</em></div> </div></div>