During your assignment, you will implement, integrate and evaluate cutting-edge algorithms along the complete stack of an Automated Driving System with focus on perception or function and planning modules. Technological focus will be on Machine Learning (End2End systems, Foundation Models, such as VLM and VLA). Your algorithms will run in real time on a prototype test vehicle. In addition, you will realize a system-driven evaluation in a system-in-the-loop simulation and on defined reference tracks. Last but not least, you will work in an agile and diverse research team.