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Thesis on AI-Driven Map Matching and Path Prediction on Semantically Enriched Road Networks

BMW Group
Location πŸ“ Ulm, Germany
Posted πŸ“… June 01, 2026
Work Type ⏰ Full-time

Position Overview

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.Β 

Map matching and path prediction are core capabilities for autonomous driving. Our team at the BMW Group explores data-driven approaches that combine symbolic reasoning and machine learning, operating on real-world map data to improve robustness, accuracy, and interpretability in complex urban environments.


What awaits you?

  • You will support modeling road connectivity and constraints in RDF and implementing rule sets to compute the most probable path using a rule-based reasoner.

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    Job Details

    ⏰
    Employment Type
    Full-time
    πŸ“Š
    Category
    Mathematical Science Occupations
    🏠
    Work Arrangement
    On-site
    πŸ“
    Location
    Ulm, Germany