Master Thesis AI Assistant for Safety Requirements Engineering
About this role
Your tasks
- 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).
Your profile
- 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
Contact & additional information
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.
Need further information about the job?
Dr. Asim Abdulkhaleq (Functional Department)
+49 711 811 43512
#LI-DNI
Welcome to Leonberg
At the development and technology site in Leonberg, we work on comprehensive, software-intensive systems for future vehicle architectures and components for vehicle electrical and electronic systems. The division's product portfolio at this site includes such components as surroundings sensors, vehicle computers, driver assistance and interior monitoring systems, as well as systems for automated driving and parking.
Location benefits
Flexible and mobile working
Flexitime and modern working time models ranging from part-time to job sharing, home office and incorporated window days off
Space for creative work
Extensive range of training courses offered by the Bosch Learning Company, coaching and mentoring, educational leave and a structured and supportive familiarisation programme
Free Parking
Supported employee car park on site, free bicycle parking in the courtyard, secure bicycle parking space for rent, e-bike charging stations
Well connected to public transport
Good public transport connections, company bike leasing, choice between a free public transport ticket for the Vienna core zone, a subsidised climate ticket or an employee car park
Social counselling and intermediary service for care services
Company doctor on site
Occupational health care and counselling by internal medical staff, free vaccinations, attractive health insurance, psychosocial and therapeutic counselling, personal health care, workshops and lectures on the subject of health, company pension scheme from the 3rd year at Bosch
Intermediary service for childcare services
Wide range of health and sports activities
Catering facilities on site
Healthy and tasty meals at subsidised prices in our company restaurant and cafeteria, free coffee in our coffee kitchens
Benefits & Services
Welcome to Bosch
At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid: we grow together, we enjoy our work, and we inspire each other. Join in and feel the difference.
The Robert Bosch GmbH is looking forward to your application!