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Job Type
Full Time -
Experience
2-4 year -
Salary
$160,000 - $240,000 / Year -
Location
Santa Monica, CA, USA -
Job Function
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Industry
Information Technology -
Qualification
Job Description
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.
What You'll Be Doing
- Work with system engineering and metrics teams to develop data-driven metrics to score the AV behavior at a system level.
- Conduct variational analysts on the system architecture graph to understand what aspects of the subsystem performance matter at the system level.
- Conduct bottom-up analysis to derive metrics targeted at key aspects of safety.
- Deploy code and systems to put metrics into production.
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 machine learning concepts.
- Track record of driving research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.
- Data science and system evaluation experience.
- Strong communication and presentation skills - can explain complicated topics and ideas in a clear and concise manner.
- Fluent in python or C++.
Apply Online at Motional
Company Info.
MotionalMotional 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.
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IndustryAutomotive
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No. of Employees729
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Location100 Northern Ave, Boston, Massachusetts 02210, USA
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Website
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Jobs Posted
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