Job
In this role, you will develop AI-driven approaches for automated analysis of CAN-Bus logs. You will handle preprocessing, feature extraction, and implement a demonstrator to enhance efficiency in error detection.
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Job technologies
Your role in the team
- AI-powered initial analysis of CAN bus logs for automated fault and anomaly detection.
- Analysis of existing CAN bus traces and typical failure patterns.
- Design of a preprocessing and feature extraction pipeline for CAN data.
- Evaluation of suitable AI/ML methods (anomaly detection, supervised and semi-supervised methods).
- Implementation of a demonstrator for the automated initial analysis of CAN logs.
- Assessment of detection quality and the potential to reduce manual analysis effort.
Our expectations of you
Qualifications
- Knowledge of Python and data analysis, as well as basic knowledge of machine learning and AI.
- Interest in data analysis and software-assisted fault diagnosis of technical systems.
- Teamwork and initiative.
What we offer
- Start: Summer semester 2027.
Benefits
Work-Life-Integration
Topics you will work on
Job locations
About your employer
We are the Marquardt brothers, Sven and Tim. MARQUARDTs offer a complete range of professional photography: studio photography, mobile photo studio, videography and 360° photography. We photograph in Münsterland, in the Ruhr area and everywhere else where it should be professional, creative and relaxed on set at the same time and where the photos have to meet highest standards.
- 1970
- Established Company
- Onsite
- Other Sectors
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