Research Engineer - Reinforcement Learning, Self-Driving
- Conduct research on reinforcement learning (RL) and its training infrastructure, including topics on large-scale self-play RL, VLA post-training, large-scale closed-loop RL based on neural simulation with applications to autonomous driving
- Work closely with Research Scientists and interns on high-quality research publications to submit to top-tier conferences
- Collaborate with our engineering teams on ADAS, data, and simulation to deploy end-to-end algorithms for mass production vehicles, and neural simulation/generation for tools supporting autonomy development
- Hands-on experience in at least one of the following fields
- Self-play RL and imitation learning, behavior learning
- VLA post-training for autonomy or robotics
- Large-scale closed-loop RL in driving simulation
- Large-scale RL training infrastructure (Ray preferred)
- Passion for next-generation, scalable autonomy and robotics for real-world systems
- Strong engineering and research skills and the ability to work both independently and collaboratively on projects
- Technical experience in: Python, Pytorch, computer vision, robotics systems, and distributed machine learning model training
- Industry experience on relevant topics (self-driving application preferred)
- MSc or PhD in machine learning and computer vision with autonomy and robotics applications or closely related field
- Passion for building and shipping customer-focused software frameworks or tools
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