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BM
BMW Group
last mo.

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

München
Full-timeInternshipWith Home Office
AI/ML

Description

In this thesis role, you will dive into the world of battery cell manufacturing, focusing on data extraction, predictive modeling, and developing AI-driven solutions to enhance production processes.

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Requirements

  • •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
  • •Good English skills; German skills are an advantage

Education

Currently in higher education

Tasks

  • •Extract and process data from SQL databases and Excel files
  • •Transform and featurize data for predictive modeling
  • •Capture inter-stage interactions
  • •Develop surrogate models
  • •Implement active learning strategies for experiment selection
  • •Design an agentic AI feedback loop using RAG systems
  • •Create interactive dashboards for process monitoring and visualization

Tools & Technologies

PythonPandasNumPyScikit-learnPyTorchTensorFlowSQLReact.jsStreamlitPlotly

Languages

English – Business Fluent

German – Basic

Benefits

Competitive Pay

  • •Attractive and fair compensation

Mentorship & Coaching

  • •Comprehensive mentoring and onboarding

Other Benefits

  • •Personal and professional development
  • •Apartments for students

Flexible Working

  • •Flexible working hours
  • •Mobile work
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