PhD Development and Evaluation of World Action Models for Autonomous Driving (f/m/x)
THE FUTURE IS WHAT WE CREATE WHEN WE TAKE OUR VISIONS TO THE LIMITS. PHD AT THE BMW GROUP. Bridging the gap between your doctoral studies and the kind of career challenge you’re looking for isn’t always easy. That’s why our ProMotion PhD programme gives you the opportunity to apply your passion and scientific expertise to very real challenges that could shape the future of mobility. If selected, you’ll have the chance to really develop your own future career path with us through your practice-related thesis, promote your chosen specialty from within – and position yourself to secure the career you’ve always wanted.
We, the BMW Group, offer you an interesting and varied Ph.D. program in World Models and World Action Models for behavior prediction, reactive scene forecasting and driving policy optimization in the field of autonomous driving. What awaits you?
- Conduct cutting-edge research on state-of-the-art machine learning methods, with a focus on Generative AI, world models, and End-to-End Autonomous Driving.
- Design and develop novel world action model architectures for behavior prediction, reactive scene forecasting, and driving policy learning in complex traffic environments.
- Investigate methods for modeling interactions between traffic participants and predicting the consequences of vehicle actions in closed-loop settings.
- Evaluate and benchmark developed methods on public research datasets and large-scale proprietary BMW driving datasets.
- Collaborate closely with researchers and engineers working on next-generation autonomous driving systems and decision-making frameworks. What should you bring along?
- University degree in Computer Science, Artificial Intelligence or a related field.
- Strong background in Machine Learning, Computer Vision, Low Level Sensor Fusion, and Robotics.
- Strong experience with PyTorch / TensorFlow.
- Experience with modern development tools such as Docker and Git.
- Fluent in written and spoken English. German language skills are a plus.
- Previous publications at top tier conferences are a plus.
- Comprehensive mentoring & onboarding.
- Personal & professional development.
- Flexible working hours.
- Digital offers & mobile working.
- Attractive & fair remuneration.
- Annual special payments such as vacation pay and Christmas bonus.
- Apartment offers for students (subject to availability & only Munich).
- And many other benefits - see bmw.jobs/benefits
Autonomes Fahren München 05.11.2026 PhD Development and Evaluation of World Action Models for Autonomous Driving (f/m/x)
Earliest starting date: from now on Duration: 36 months Working hours: Part-time You can find helpful tips on your application and the application process here. At the BMW Group, we place great importance on equal treatment and equal opportunities. Our recruiting decisions are based on the personality, experience, and skills of the applicants. Learn more here. PhD Development and Evaluation of World Action Models for Autonomous Driving (f/m/x) com.bmw.grpw.core.models.jobfinder.IdDisplayItem@75faef4 20261105 Automotive München Deutschland Unternehmensbereich: BMW AG Standort: München Arbeitsbereich: Autonomes Fahren Job ID: 198559 Veröffentlichungsdatum: 05.11.2026 Nachwuchsprogramme Teilzeit URL of this page was copied to paste buffer JETZT BEWERBEN
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