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Student for master's thesis on improving automotive software quality and compliance with llms

Sindelfingen
Studentenjob
Mercedes-Benz
Aushilfe
Inserat online seit: Veröffentlicht vor 23 Std.
Beschreibung

Tätigkeitsbereich:Forschung & Entwicklung incl. DesignFachabteilung:Software Development & Integration Zone ControllerGesellschaft:Mercedes-Benz AGStandort:Mercedes-Benz Werk Sindelfingen, SindelfingenStartdatum:..6Veröffentlichungsdatum:..5Stellennummer:MER3TX6Arbeitszeit:Vollzeit BewerbenAufgaben

Mercedes-Benz AG is the world's most valuable brand for luxury passenger cars. We focus on the development, production and sales of passenger cars, vans and vehicle-related services. Furthermore, the company aspires to be the leader in the fields of electric mobility and vehicle software.

Mercedes-Benz Cars Development (RD) has persistently been pioneering the automotive technology of the future. Highest quality, most innovative products and most efficient development processes are our day-to-day claim. We are already working today on vehicles that will secure the technological leadership of Mercedes-Benz in the future. One of the most important factors contributing to this leadership aspiration is agile vehicle software development at the heart of the new Mercedes-Benz operating system: MB.OS

Our department is responsible for the software development of the Zone Controller platform (complex control units with power distribution, I/O management, gateway functionality, applications for vehicle and comfort functions, etc.) for our future MB.OS vehicle architectures. In order to improve the quality of our software, we are looking for a Master student thesis to explore the potential of LLMs in this area.

You will master these tasks:

1. Parse and normalize outputs from static analysis tools (e.g., QAC, Polyspace, Coverity, PC-lint)
2. Design prompt engineering strategies to classify, prioritize, and explain violations using an LLM
3. Prototype an LLM-based assistant that:Summarize large MISRA violation reportsSuggests compliant fixes or structured deviation justificationsGenerates audit-ready summaries for ISO evidence
4. Integrate the prototype into a simple CI/CD workflow (e.g., GitLab plugin, or Python pipeline)
5. Document results for both technical thesis and potential internal PoC presentation
Qualifikationen
6. Master's degree program in Computer Science, Software Engineering, Mathematics or related fields
7. Strong programming in Python
8. Familiarity with C programming and coding standards (MISRA C knowledge is a plus, but not mandatory)
9. Experience with NLP / LLMs (Hugging Face, OpenAI, LangChain, or similar frameworks)
10. Basic knowledge of static code analysis tools (any exposure to QAC, Coverity, or Polyspace is an advantage)
11. Interest in automotive software development and functional safety (ISO )
12. Ability to work independently on research-oriented problems
13. Language: English C1, German is a bonus

Good to Have

14. Knowledge of AUTOSAR architecture
15. Understanding of software quality and compliance workflows
16. Previous experience with ML/AI research projects

Learning Outcomes

17. Hands-on experience in applying LLMs to real industrial challenges
18. Exposure to automotive safety standards (ISO, MISRA C)
19. Experience in toolchain integration (CI/CD, Jira/Polarion links, reporting)
20. Publication-ready research work (can be used for thesis / academic papers)
21. Mentorship from experienced FuSa software architects

Additional Information:

We look forward to receiving your online application, including a resume, cover letter, certificates, current certificate of enrollment stating your semester, and proof of the standard period of study. Please remember to mark your documents as "relevant for this application" in the online form and observe the maximum file size of 5 MB.

You can find further information on the hiring criteria .

BenefitsEssens­zulagenMit­arbeiter­handy möglichMit­arbeiter­rabatte möglichMit­arbeiter­beteili­gung möglichMit­arbeiter EventsCoachingFlexible Arbeits­zeit möglichHybrides Arbeiten möglichGesund­heits­maß­nahmenBetrieb­liche Alters­ver­sorgungMobilitäts­angebote

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