Master Thesis AI Assistant for Safety Requirements Engineering

Robert Bosch GmbH

71229 Leonberg, Württemberg - Deutschland

ADAS/AD Engineer Praktikum/Trainee/Werkstudent Vollzeit ab 03.07.2025

Beschreibung

Willkommen bei Bosch
Bei Bosch gestalten wir Zukunft mit hochwertigen Technologien und Dienstleistungen, die Begeisterung wecken und das Leben der Menschen verbessern. Unser Versprechen an unsere Mitarbeiterinnen und Mitarbeiter steht dabei felsenfest: Wir wachsen gemeinsam, haben Freude an unserer Arbeit und inspirieren uns gegenseitig. Willkommen bei Bosch.
Die Robert Bosch GmbH freut sich auf eine Bewerbung!

Job Description
- During your assignment you will develop a Generative AI-powered interface that allows users to query from requirement engineering tool chain data using natural language questions related to safety requirements and trace information.
- You will implement techniques to improve the accuracy and relevance of retrieved information, considering the context and semantics of the queries; design and implement a module that automatically generates comprehensive reports summarizing safety trace analysis and requirements compliance based on requirement tools chain data. To effectively communicate key findings and potential risks, you will explore different report formats and visualization techniques.
- Furthermore, you will develop a mechanism to automatically verify the consistency and completeness of safety traces between system documentation (e.g., requirements specifications, safety manuals) and the data captured within requirement tools chain Enterprise. You will also identify and flag potential discrepancies or gaps in traceability, alerting users to areas requiring further investigation.
- You will also take an active role in evaluating the performance of the Safety REQ AI Agent in terms of accuracy, efficiency, and user satisfaction through case studies and user feedback and in validating the agent's ability to improve the effectiveness of safety trace analysis and requirements review processes.
- Last but not least, you will design experiments for the agent that allows the comparison with manual process of using requirement tools chain. Aiming to improve the process by X% using the new AI agent (where X would be your expected improvement after some initial research).

Qualifications
- Education: Master studies in the field of Computer Science, Software Engineering, Embedded Systems, Artificial Intelligence or comparable
- Experience and Knowledge: in Python; Anaconda; Generative AI (GenAI); Large Language Models (LLM); JSON; JavaScript; HTML; FastAPI; GitHub; Retrieval-Augmented Generation (RAG) and Transformer architectures
- Personality and Working Practice: you are a trustworthy and enthusiastic person with a meticulous way of working
- Languages: very good in English, German is a plus

Additional Information
Start: according to prior agreement
Duration: 6 months
Requirement for this thesis is the enrollment at university. Please attach your CV, transcript of records, examination regulations and if indicated a valid work and residence permit.
Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore, we welcome all applications, regardless of gender, age, disability, religion, ethnic origin or sexual identity.
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