Autonomous Driving Expert
3 weeks ago
We are seeking an expert in Autonomous Driving Behavior to join our team at Perot Jain. As a key member of our AI Research group, you will play a crucial role in developing machine learning models that accurately predict the behavior of surrounding agents and plan optimal trajectories for our autonomous vehicles.
In this position, you will:
- Develop novel algorithms in agent behavior prediction and AV planning in interactive scenes
- Conduct research on combined prediction and planning models
- Work on Reinforcement Learning and other approaches to Planning beyond Imitation Learning
- Develop robust prediction and planning metrics for assessing the behavior systems in closed loop
- Test ML models in simulation to ensure robust performance and generalization
- Analyze model performance and identify areas for improvement, iterating on design and implementation to enhance quality and reliability
Requirements:
- Ph.D. in Electrical Engineering, Computer Science, Robotics, Artificial Intelligence, Mathematics, or a related field
- 1-3 years of hands-on experience in Autonomous Driving, Robotics, or Deep Learning
- 1-3 years of research experience in Reinforcement Learning, Behavior Prediction and/or Planning, Statistics, Probability theory
Salary: $120,000 - $180,000 per year, depending on experience
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