Thesis Work Large Language Models for design of automotive components using FEM
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30+ days ago
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1 Vacancy
Job Summary
Thesis Worker at Volvo Cars
Welcome to explore the world of Volvo Cars by writing your thesis with us! As a thesis worker in our organization you are supported by a supervisor who follows you during your project. Through your thesis work you will be able to contribute to our company purpose providing freedom to move in a safe sustainable and personal way from day one!
About this opportunity - Background
For Volvo cars the future is electric meaning that all future drivelines need to achieve the highest sustainability without compromising the user experience. To deliver this balancing act as a vehicle design automation through machine learning is a prominent tool used in the industry. Recent automation applications of the Large Language Models (LLM) include Finite Element Method (FEM) modeling leading to reduced complexity for engineering design.
Scope of the thesis work
The MSc project aims to use Volvo Cars concept models to teach an LLM agent how to perform design and dimensioning of vehicle components using FEM in industry-relevant detail. Accordingly students are expected to implement an automation pipeline comprising Retrieval Augmented Generation (RAG) using Python to read text-based databases for FEM models (available tutorials but also papers and concept vehicle models). This framework will then be able to launch FEM computations automatically for the user-prompted performance index of relevance. The project will be performed locally using the trained LLM in a sandbox.
The work will mainly be done using open-source FEM software on site at Volvo Cars in Torslanda Gothenburg.
What youll bring
We expect that the applying students have studied physics mathematics electrical engineering or similar and are comfortable with automation pipelines and scripting. The student(s) are also expected to be present on site at Volvo Cars in Gothenburg during most of the thesis work and any living arrangements need to be organized by the student(s).
Duration
The work will start in January 2026; the exact date is to be discussed
The duration for this thesis work is 20 weeks.
30 ECTS (academic credits) if in agreement with your Thesis Advisor at the University
This thesis is to be conducted by 2 students working in pair.
Volvo Cars. For Life.
For nearly a century Volvo Cars has empowered people to move freely in a personal sustainable and safe way. Today we are driving bold advancements in electrification sustainability and automotive safety. To realise our ambitious vision we are seeking innovative minds who are ready to tackle the challenges of tomorrow today.
At Volvo Cars we believe extraordinary things are achieved by ordinary people with a passion for making a difference. If youre inspired by the opportunity to help redefine the future of mobility we invite you to be part of our journey.
Ready to take the next step
Selection will be ongoing during the application period so do not hesitate to send in your application. Attach your CV and personal letter in English stating your interests within the given area and your thoughts and credentials. Applications must be received no later than November 14 2025. You will receive a confirmation email after your submission.
If you have any additional questions regarding the thesis work you are welcome to contact:Supervisor Raik Orbay at orCo-Supervisor Johannes Emilsson at
As part of the recruitment process the final candidates might undergo a background check.
Welcome with your application!
Key Skills
- Mechanic Experience
- Brake Repair
- Dealership Experience
- GM Vehicles
- Suspension Experience
- Alignment
- Auto Glass
- Automotive Diagnostics
- Automotive Repair
- Service Technician Experience
- Shocks & Struts
- Automotive Service
About Company
Volvo Car USA is a subsidiary of Volvo Car Group of Gothenburg, Sweden and is headquartered in Rockleigh, NJ, with regional sales offices located in Rockleigh, Summerville, SC, and Irvine, CA. In addition, Volvo Car US Operations, the home of our new US factory, is located in South Ca ... View more
