Thesis Autonomous Battery Manufacturing Optimization (f/m/x)

BMW Group; München; Vor Ort; EUR 60.000 - 80.000; Teilzeit

Zusammenfassung

A leading automotive company in Munich is looking for a student for a thesis on Autonomous Battery Manufacturing Optimization. The role involves supporting data extraction, predictive modeling, and designing AI feedback loops. Candidates should be studying computer science or a related field, have experience in Python, and knowledge of machine learning frameworks. The company offers mobile work and apartments for students, fostering a collaborative and innovative team environment.

Leistungen

Mobile work

Student apartments (subject to availability)

Qualifikationen

• Studying in computer science, data science, engineering, or a related field.
• Experience with Python and data handling using Pandas and NumPy.
• Knowledge of machine learning frameworks such as Scikit-learn, PyTorch, or TensorFlow.
• Familiarity with SQL databases and data extraction.
• Interest in agentic AI, RAG systems, and automation concepts.
• Experience with web technologies like React.js is a plus.

Aufgaben

• Support extracting and processing data from SQL databases and Excel files.
• Help to transform and featurize data for predictive modeling.
• Contribute to developing surrogate models for experiment selection.
• Assist in designing an AI feedback loop for autonomous decision-making.
• Create interactive dashboards for process monitoring using web technologies.

Kenntnisse

Experience with Python

Data handling using Pandas

Data handling using NumPy

Machine learning frameworks knowledge

SQL database familiarity

Interest in agentic AI

Web technologies knowledge

Good English skills

German skills

Ausbildung

Studies in computer science, data science, engineering, or related field

Tools

Scikit-learn

PyTorch

TensorFlow

React.js

Streamlit

Plotly

Jobbeschreibung

Thesis Autonomous Battery Manufacturing Optimization (f/m/x)

SOME IT WORKS. SOME CHANGES WHAT'S POSSIBLE.

SHARE YOUR PASSION.

More than 90% of automotive innovations are based on electronics and software. That's why creative freedom and lateral thinking are so important in the pursuit of truly novel solutions. That’s why our experts will treat you as part of the team from day one, encourage you to bring your own ideas to the table – and give you the opportunity to really show what you can do.

Our team at the BMW Group is dedicated to advancing battery cell manufacturing through innovative digitalization and AI-driven solutions. During your thesis, you will gain valuable insights into the development of autonomous optimization systems for complex production processes.

What awaits you?

• You will support extracting and processing data from various sources such as SQL databases and Excel files.
• Furthermore, you help to transform and featurize data for predictive modeling and capture inter-stage interactions.
• In addition, you contribute to developing surrogate models and implementing active learning strategies for experiment selection.
• Moreover, you will assist in designing an agentic AI feedback loop using RAG systems for autonomous decision-making.
• You also help to create interactive dashboards for process monitoring and visualization using modern web technologies.

Please note that your thesis must be supervised by a university on your part.

What should you bring along?

• Studies in computer science, data science, engineering, or a related field.
• Experience with Python and data handling using Pandas and NumPy.
• Knowledge of machine learning frameworks such as Scikit-learn, PyTorch, or TensorFlow.
• Familiarity with SQL databases and data extraction.
• Interest in agentic AI, RAG systems, and automation concepts.
• Experience with web technologies such as React.js, Streamlit, or Plotly is a plus.
• Good English skills; German skills are an advantage.

Would you like to support the development of autonomous optimization systems for battery manufacturing? Then apply now!

What do we offer?

• Mobile work.
• Apartments for students (subject to availability & only at the Munich location).

Do you have questions? Then submit your inquiry easily via our contact form . Your inquiry will be answered by phone or email afterwards.

We at the BMW Group place great importance on equal treatment and equal opportunities. Our recruiting decisions are based on the personality, experiences, and skills of the applicants. More about this here .