Master Thesis Neural Network-Based Surrogate Models for EHL Contact Simulations

Robert Bosch GmbH

71272 Renningen - Deutschland

Berechnungsingenieur/in Praktikum/Trainee/Werkstudent Vollzeit ab 18.12.2025

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
Join our innovative team and collaborate with leading researchers to develop high-end simulation tools used in the design and development of critical components for market applications. You will work within a dynamic team of experts, gaining deep insights into our proprietary simulation software for contact dynamics.
- Your primary focus will be on enhancing our models and methods to significantly increase the speed, quality and efficiency of these simulations through the application of advanced Machine Learning (ML) methods.
- This thesis offers you a unique opportunity to apply cutting-edge ML techniques to real-world engineering challenges, gaining invaluable experience in both research and industrial application, and contributing directly to critical product development.
- In addition, you will develop novel algorithms and models to improve the performance, scalability and efficiency of our simulation processes.
- Furthermore, you will conduct in-depth analysis and interpretation of extensive simulation output datasets to extract meaningful information, which will be used to train and validate your algorithms.
- You will make use of Machine Learning techniques, ranging from advanced Gaussian Optimization to deep Neural Networks, to develop comprehensive design models based on our extensive simulation data.
- Last but not least, you will generate robust surrogate models, test and demonstrate their efficiency improvements and benefits in real design situations and industrial applications.

Qualifications
- Education: Master studies in the field of Engineering, Computer Science, Applied Mathematics or comparable in Science or Engineering
- Experience and Knowledge: proficiency in programming languages, particularly Python; strong background in AI, Machine Learning and optimization methods; experience with PyTorch and/or TensorFlow is desirable
- Personality and Working Practice: you are a self-starter who can work effectively both independently and as part of a team, proactively identifying challenges and proposing innovative solutions; you possess a structured and organized approach to research, combined with excellent analytical and critical thinking skills
- Work Routine: partially mobile working is possible, though on-site discussions and collaboration are expected
- Enthusiasm: a passion for Machine Learning, programming and a problem-solving mindset
- Languages: very good in German or English

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.
Work #LikeABosch starts here: Apply now!
#LI-DNI

Ref-Nr.: 8278478

Aktualisiert: 03.02.2026

Quelle: Bundesagentur für Arbeit
weitere Infos Rechtliche Hinweise zur Nutzung
Ob die Stelle noch verfügbar ist und weitere Informationen findest du direkt auf der Website der Bundesagentur für Arbeit. Bitte beachte: OPROMA ist nicht der Anbieter dieser Stelle und kann keine Auskünfte geben.

Passende Jobvorschläge
Basierend auf Beruf und Standort

Jobs als Berechnungsingenieur/in Alle Jobs in Renningen

Passende Jobs für dich

Internship / Master thesis on non-periodic metasurface design (m/f/x)

ZEISS

Oberkochen (Baden-Württemberg)

Bachelor-/Master-/Diplom-Arbeiten

Internship / Master thesis on topological optical metasurface design & optimization (m/f/x)

ZEISS

Oberkochen (Baden-Württemberg)

Bachelor-/Master-/Diplom-Arbeiten

Master’s Thesis (m/f/d) Electrochemistry & Carbon Materials

MPI f. Kohlenforschung

45470 Mülheim an der Ruhr

Praktikum/Trainee/Werkstudent ab 03.02.2026

Master Thesis Efficiency Optimization of External Gear Pumps

Robert Bosch GmbH

90441 Nürnberg, Mittelfranken

Praktikum/Trainee/Werkstudent ab 03.02.2026

Master Thesis Neural Network-Based Surrogate Models for EHL Contact Simulations

Robert Bosch GmbH

71272 Renningen

Praktikum/Trainee/Werkstudent ab 18.12.2025

Weitere passende Jobs anzeigen