Software Engineer, Behavior Architecture at Aurora is responsible for developing motion planning projects that integrate core motion planning algorithms into the on-vehicle software framework. The role involves improving the framework for better flexibility, composability, and testability, as well as reducing software faults and enhancing world representation for both learned and engineered approaches. The Behavior Architecture team focuses on various aspects including fault management, state management, and specialized tools for motion planning developers.