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Student Research Assistant - Bridge Monitoring, Computer Vision & Data Science

ETH Zurich · Zurich

New
CDD Junior 🇬🇧 English
Python MATLAB Linux Computer vision Machine learning Signal processing

Job description

About the role

The Chair of Structural Mechanics & Monitoring at ETH Zurich, led by Prof. Eleni Chatzi, is looking for a Student Research Assistant to support its SWISS-BWIM project. The project combines bridge structural monitoring and traffic monitoring data to identify vehicle loads and assess the structural condition of highway bridges. The position is 30% time, fixed-term, in Zurich.

Key responsibilities

  • Preprocess multi-modal data: synchronise measurements from different sensors, clean faulty data and improve data organisation and storage.
  • Analyse traffic videos with deep-learning-based computer vision methods for vehicle detection and tracking, label data and fine-tune models, and use camera calibration to locate vehicles and their trajectories.
  • Estimate traffic loads by fusing vehicle trajectories with bridge acceleration, strain and displacement measurements.
  • Analyse structural and environmental measurements to extract performance indicators and investigate changes in bridge behaviour and condition.
  • Combine identified traffic loads with structural response indicators for integrated condition assessment.
  • Depending on background and interest, help develop and test new methods for traffic-load identification, computer-vision-based traffic monitoring and structural health monitoring.

Required profile

  • Currently enrolled at a university in Zurich or the nearby area.
  • Background in civil/structural engineering, mechanical engineering, data science, computer science or a related field.
  • Experience or strong interest in at least two of: bridge engineering, structural dynamics or system identification; sensing systems and signal processing; data analysis and machine learning; computer vision (object detection, tracking, localisation).
  • Able to commit 15 hours per week.
  • Proficiency in English; the working language of the group is English.

Required skills

  • Familiarity with Python programming.
  • Advantageous: MATLAB and Linux.

What we offer

  • Salary according to ETH Zurich's standard rates for student assistants.
  • Computational resources, including CPU and GPU access on ETH Zurich's high-performance computing cluster.
  • Office space on the ETH Zurich Hönggerberg campus and hands-on experience with real bridge monitoring systems and large datasets.
  • Close supervision and a collaborative, international research environment.

Applications must be submitted online through the university's application portal by 31 October 2026, with a CV and cover letter.

Questions fréquentes

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Le contrat proposé est un CDD basé à Zurich.

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Published 4 days ago

Expires 1 month from now

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ETH Zurich

Zurich