Develop and implement advanced robotics and machine learning algorithms to enable safe, reliable, and scalable autonomous driving systems for Nuro's self-driving vehicles across various driving environments.
Key Responsibilities
Design and implement robotics and machine learning technologies for the Nuro Driver.
Develop scalable ML planners for autonomous driving across various operating domains.
Collaborate with cross-functional teams to advance autonomous driving algorithms.
Deploy production-ready software solutions on real vehicle platforms ensuring safety and performance.
Provide technical guidance and mentorship to junior team members.
Requirements
PhD or Masters Degree in robotics, computer science, mechanical aerospace engineering, electrical engineering, mathematics, or related field.
Robotics expertise in areas such as path planning, motion planning, trajectory generation, behavior planning, and optimal control.
Machine learning experience with techniques such as deep learning, reinforcement learning, imitation learning, transformers, and diffusion models.
Experience in optimizing model performance through efficient processing, visualization, and analysis of large datasets.
Strong software development skills and proficiency in Python and C programming languages.
Ability to collaborate within and across teams and derive best solutions from cross-functional interactions.
Desire to work at the edge of research and development, bringing algorithms from research into production.
Benefits & Perks
Compensation/salary range: between 193,930 and 291,150 per year