Java Programming, Design of Experiment, Python Programming, SQL, Machine learning techniques, Deep Learning, PyTorch
The Motion Planning Research team is specialized in fusion of Machine Learning and Classical Methods, researches new deep learning approaches, builds deep neural networks, algorithms, and software to impact across navigation, behavior, route planning, as well as trajectory optimization, numerical optimization, and model predictive control. The team creates proof of concepts and once an idea is effective, works to put then into production.
Motional's Machine Learning team has produced ground breaking advancements in the autonomous vehicle industry including nuPlan (https://arxiv.org/abs/2106.11810), nuScenes (https://www.nuscenes.org), PointPillars (https://arxiv.org/abs/1812.05784), and PointPainting (http://arxiv.org/abs/1911.10150)
The Motional Santa Monica office is located in the heart of 3rd Street Promenade in Santa Monica at 312 Arizona Avenue. With all the modern amenities for productive work and play, it is steps away from the popular pedestrian outdoor shopping area and Santa Monica beach.
What You'll Do:
What You'll Bring:
Motional is a driverless technology company making self-driving vehicles a safe, reliable, and accessible reality.
The Motional team is made up of engineers, researchers, innovators, dreamers and doers, who together are creating a first-of-its-kind technology with the potential to transform the way we move. We’re behind some of the industry's largest leaps forward, 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.
Motional is making driverless vehicles a safe, reliable, and accessible reality. Our team is commercializing a world-class driverless system. Strategically formed by Hyundai Motor Group and Aptiv, Motional is fundamentally changing how people move through their lives., including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation world’s most-established public robotaxi pilot.
Venice, Los Angeles, CA, USA
6-8 year