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What You’ll Do:
- Design, develop, and deploy learned behavior models using approaches such as reinforcement learning, behavior cloning, and imitation learning
- Own end-to-end model development for scoped problem areas, from data ingestion and training to evaluation and deployment
- Write production-quality ML code to support scalable training, evaluation, and inference workflows
What You’ll Need to Succeed:
- Bachelor’s degree in Computer Science, Robotics, Electrical Engineering, Machine Learning, or related technical field with 6+ years of industry experience, OR Master’s degree with 3+ years OR PhD with 1+ years of experience
- Experience applying reinforcement learning, imitation learning, or sequence modeling to robotics, autonomous systems, or complex control problems
- Strong programming skills in Python and PyTorch, with experience writing production-quality ML code
Bonus Points:
- Experience in autonomous driving, robotics, or simulation-based training environments
- Experience with reinforcement learning frameworks or distributed training systems (e.g., Ray)
- Experience working with simulation environments, scenario generation, or large-scale behavior datasets
Torc
Torc is an autonomous vehicle technology company. They are a leader in autonomous driving since 2007 and now a part of the Daimler family, they are focused solely on developing software for automated trucks to transform how the world moves freight.