{"id":62502,"title":"Thesis Driving Scenario Quality Assessment (f/m/x)","company":"BMW AG","city":"München","region":"Bayern","location":"80809 München","work_model":"unknown","employment_type":"intern","employment":["thesis"],"roles":[],"visa":"not_mentioned","relocation":"not_mentioned","posted_at":"2026-10-22T00:00:00+00:00","tools":["Python","LLM"],"seniority":"unknown","years_experience_min":null,"german_requirement":"not_mentioned","german_level":"unspecified","english_requirement":"required","english_level":"unspecified","team_language":"unknown","confidence":0.4,"method":"rules","language_badge":"Not stated","language_evidence":null,"requirements_snippet":null,"url":"https://www.arbeitsagentur.de/jobsuche/jobdetail/12462-1645602-1-S","source":"bundesagentur","agency":null,"description_text":"Stellenreferenz: 197039\n\nOur brands BMW, MINI, Rolls-Royce and BMW Motorrad have made us one of the world's leading premium manufacturer of cars and motorcycles as well as provider of premium financial and mobility services.\n\nSOME IT WORKS. SOME CHANGES WHAT'S POSSIBLE.\n\nSHARE YOUR PASSION.\n\nMore than 90% of automotive innovations are based on electronics and software. That's why creative freedom and lateral thinking are so important in the pursuit of truly novel solutions. And that’s why our experts will treat you as part of the team from day one, encourage you to bring your own ideas to the table – and give you the opportunity to really show what you can do.\n\nOur 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.\n\nWhat awaits you?\n\n- 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.\n- Furthermore, you help make driving scenarios usable across common open formats and simulators, such as ASAM OpenSCENARIO, Scenic, esmini, and CARLA.\n- In addition, you support building an evaluation setup that the team can continue to use beyond your project.\n- Moreover, you follow how related questions are approached in current research and help relate your findings to them.\n- Additionally, you support documenting your work, with the option to contribute to a scientific publication.\n\nWhat should you bring along?\n\n- Studies in computer science, robotics, electrical engineering, data science, or a comparable field (Master's preferred).\n- Solid programming skills in Python.\n- Interest in large language models and/or agent-based systems; initial practical experience is an advantage.\n- Ideally, some exposure to autonomous-driving simulation or scenario description formats such as OpenSCENARIO, OpenDRIVE, Scenic, or CARLA.\n- Structured and independent way of working.\n- Good English communication skills.\n\nWould you like to help build reliable AI-powered simulation frameworks for autonomous driving? Then Apply now!\n\nWhat do we offer?\n\n- Comprehensive mentoring & onboarding.\n- Personal & professional development.\n- Flexible working hours.\n- Mobile work.\n- Attractive & fair compensation.\n- Apartments for students (subject to availability & only at the Munich location).\n- And much more, seebmw.jobs/waswirbieten\n\nStart date: Earliest start date 23.11.2026\n\nDuration: 6 months\n\nWorking hours: Full-time\n\nYou can find helpful tips on your application and the application processhere .\n\nAt 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 morehere .\n\nPlease apply exclusively online via our career portal. Applications via other channels (especially e-mails) cannot be considered.\n\n4","responsibilities_text":null,"requirements_text":null,"status":"open","duplicate_of":null,"first_seen":"2026-11-02T17:39:56.917043+00:00","responsibilities_summary":null,"requirements_summary":null,"all_tools":["Python","LLM"],"posting_language":"en","evidence":[{"language":"english","requirement":"required","quote":"Good English communication skills.","source":"rules"}],"years_experience_max":null,"mobility_evidence":[],"model_version":"rules-8","english_badge":"English required","company_id":null}