Reference code: 50026_BE_08
Master Thesis / Bachelor Thesis (m/f/d) AI-Based BoM and LCA Analysis for Electric Powertrains
Location:
Aachen
Full-time
Fixed-Term
Students
FEV Europe GmbH
What we do - and why!
Mobility connects people. People shape mobility. With 6,100 employees around the globe, we develop revolutionary and efficient drive systems, we cross-link vehicles with each other and their surroundings, and we strive to make our lives safer using intelligent systems. We need the right people at the right place to do so. People who turn visions into reality – who think outside the box and promote innovation. People who are ready to push the envelope. Are you ready?
Tasks
- You will develop Python-based data pipelines for the automated extraction and processing of EDU data from vehicle databases
- You will use generative AI and large language models (LLMs) to intelligently estimate bills of materials (BoMs) for electric powertrains based on existing vehicle parameters
- You will develop prompt and tool-calling strategies for AI-assisted prediction of technical component and material data
- You will integrate the generated BoM data into LCA models and automate the calculation of CO₂ footprints and environmental impacts
- You will validate the results using real vehicle data and optimize the accuracy and robustness of the AI models
- You will work on an innovative, data-driven engineering pipeline from requirements definition to automated sustainability assessment
Qualification
- You are a enrolled bachelor or master’s student (m/f/d) in mechanical engineering, automotive engineering, computer science, electrical engineering, or a comparable field of study
- You have strong programming skills in Python
- You excel at analytical and logical thinking and are able to work independently
- You are passionate about modern AI technologies and their application in engineering
- You have a basic understanding of electric powertrains (EDU) and their components
- Ideally, you have some experience developing applications using Large Language Models (LLMs) and generative AI
- Preferably, you have a basic understanding of working with databases (e.g., SQL)
- Ideally, you have a basic understanding of Life Cycle Assessment (LCA) and sustainability assessment
What we offer
Shape the mobility of tomorrow
Work on innovative and cutting-edge challenges.
Work flexible
Our flexible model of scheduling work, our attractive remote-work-model and our office daycare (site-dependent) center will allow you to find a perfect balance between your personal and professional life.
Expand your horizons
Not only will working on new technologies every day help you improve yourself, but our continuing education program will also help you stay up to date at all times.
Keep in shape
An extensive offering of company sports activities (site-dependent) and company health management will keep you in shape and ensure you are well balanced.
Experience appreciation
An attractive base salary and numerous other benefits offer new opportunities for you.