Autonomous Driving Research Scientist
2 days ago
In this pivotal role at Gatik AI, you will play a vital part in developing ML models that accurately predict the behavior of surrounding agents and plan and select optimal trajectories for our autonomous vehicles (AVs). The successful candidate will design and refine the ML algorithms that enable our trucks to safely navigate and operate in complex, dynamic environments.
Key Responsibilities- Develop novel algorithms in agent behavior prediction and AV planning in interactive scenes.
- Conduct research on combined prediction and planning models.
- Work on marginal, conditional, and joint prediction.
- Develop robust prediction and planning metrics for assessing the behavior systems.
- Push forward the cutting-edge generative AI methods for use in the Autonomy Stack.
- You have a Ph.D. in one or more of the following areas: Electrical Engineering, Computer Science, Robotics, Artificial Intelligence, Mathematics, or a related field.
- You have at least 1-3 years of hands-on experience in one or more of the following areas: Autonomous Driving (preferable), Robotics, or Deep Learning in general.
- You have at least 1-3 years of research experience in one or more of the following areas: Generative Modeling (preferable), Behavior Prediction and/or Planning, Statistics, Probability theory.
Gatik AI is a leading company in autonomous middle mile logistics, delivering goods safely and efficiently using its fleet of light & medium-duty trucks. We are based in Mountain View, CA, with offices in Canada, Texas, Louisiana, and Arkansas. Our mission is to establish new standards of success for the autonomous trucking industry every day.
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