PhD- Virtual Reliability Assessment: New Methods for Leveraging the Simulation Chain
About this role
Your tasks
- You will conduct fundamental scientific research (PhD) that makes a significant contribution to predicting the lifespan of metallic components and more.
- In addition, you will develop Design of Experiments (DoE) models for the analysis and synthetic generation of virtual load collectives.
- Furthermore, you will also research the question of how LLM-based multi-agent systems perform in the selection of input data for the simulation chain and how effectively multi-agent systems can serve as developers of tools for reliability simulations.
- Also, you will implement data-based and AI/LLM approaches using Python code.
- You will also develop methods to evaluate the quality of results / uncertainties and apply the methods to a demonstrator system.
- Last but not least, you will implement an existing software platform.
Your profile
- Education: above average degree in Mechanical Engineering, Applied Maths, Physics, Simulation Technology, Computer Science or Computational Science and Engineering
- Experience and Knowledge:
- advanced knowledge and experience in the development of simulation methods for engineering problems
- good knowledge in the field of computational lifespan estimation of components and systems as well as in the areas of Design of Experiments (DoE) methods and AI agentic frameworks
- Experience in data-based or hybrid modeling and implementation in Python program code as well as in the numerical implementation of models
- Personality and Working Practice: your proactive and committed attitude makes you a valued team member; you never lose sight of your goals and you are comfortable presenting and speaking in front of others
- Languages: very good in German and English
Contact & additional information
https://www.bosch-ai.com
www.bosch.com/research
The final topic depends on your university.
We offer flexible working models: from various part-time options to mobile working and job sharing. Feel free to contact us.
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 support during your application?
Sarah Schneck (Human Resources)
+49(9352)18-8527
Need further information about the job?
Benjamin Maier (Functional Department)
+49(0711)811-33891
Welcome to Renningen
Our Research Campus in Renningen, Germany, is the international hub of our Corporate Sector Research and Advance Engineering, the Cross-Domain Computing Solutions division, and the Bosch Center for Artificial Intelligence.
Here, associates from all over the world are dedicated to finding answers to tomorrow’s questions. To ensure our researchers’ ideas can develop and flow freely, the campus has been set up to encourage direct, easy communication and nurture inspiration – an environment where creativity knows no bounds.
Are you ready to join us in shaping the future? Your innovative spirit and curiosity are just what we’re looking for.
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
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
Discounts for employees
Discounted purchasing conditions with us and our partner companies, subsidised cultural and leisure events
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
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. Welcome to Bosch.
The Robert Bosch GmbH is looking forward to your application!