Research Engineer II
3 weeks ago
Job Description :
Research Engineer - II is expected to develop state-of-the-art Path planning algorithms.
Role & Responsibilities :
- Build robust solutions to cutting edge Autonomous driving problems
- Work across Perception, Motion planning, Behavior planning, multi-agent interactions and Control system components
- Keep pace with the latest research in Behavior planning, Motion planning, end-to-end learning, Computer Vision, Deep Learning, Imitation Learning, Reinforcement Learning
Key Skills Required :
Minimum Qualifications :
- Bachelors / Masters / PhD. in Computer Science.
- Experience in Probabilistic Robotics, Optimal Control, Motion Planning
- Experience in Motion planning using graph and search-based methods
Preferred Qualifications :
- Strong experience and expertise in Motion planning, trajectory planning, localization and Autonomous systems
- Strong understanding of deep learning and end-to-end networks for planning cost volume generation
- Strong skills in Machine Learning and Deep Learning
- Strong background in Linear Algebra, Calculus and Probability
- Background in Imitation Learning and Deep Reinforcement Learning would be a plus
- Strong background in Computer Vision would be a plus
- Software/Tools/System Exposure
- 4+ years of experience in Python / C /C++ coding
- Strong software Engineering and Algorithm Development
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