Thesis Driving Scenario Quality Assessment (f/m/x)

Posting Start Date

10/20/26

Job Location (Long)

Our team at the new BMW Group Driving Simulation Center operates some of the most advanced driving simulators in the automotive industry, as we progressively virtualize the testing and calibration of our vehicles and functions. We focus on systematically evaluating and improving the quality of the driving scenarios behind our virtual tests.

What awaits you?

You support the development of a systematic approach to assess the quality of driving scenarios used for simulation-based validation, helping to apply it at scale.

Furthermore, you help make driving scenarios usable across common open formats and simulators, such as ASAM OpenSCENARIO, Scenic, esmini, and CARLA.

In addition, you support building an evaluation setup that the team can continue to use beyond your project.

Moreover, you follow how related questions are approached in current research and help relate your findings to them.

Additionally, you support documenting your work, with the option to contribute to a scientific publication.

Please note that your thesis must be supervised by a university on your part.

What should you bring along?

Studies in computer science, robotics, electrical engineering, data science, or a comparable field (Master's preferred).

Solid programming skills in Python.

Interest in large language models and/or agent-based systems; initial practical experience is an advantage.

Ideally, some exposure to autonomous-driving simulation or scenario description formats such as OpenSCENARIO, OpenDRIVE, Scenic, or CARLA.

Structured and independent way of working.

Good English communication skills.

Would you like to help build reliable AI-powered simulation frameworks for autonomous driving? Then Apply now!

What do we offer?

Comprehensive mentoring & onboarding.

Personal & professional development.

Flexible working hours.

Mobile work.

Attractive & fair compensation.

Apartments for students (subject to availability & only at the Munich location).

And much more, see bmw.jobs/waswirbieten

Start date: Earliest start date 23.11.2026

Duration: 6 months

Working hours: Full-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.