苏黎世联邦理工

Doctoral Position in Uncertainty-Aware Condition Assessment of Tunnels

项目介绍

Job description”>

Job description

The successful candidate will develop methods to extract defect and deterioration indicators from inspection images, video, sensor data, and periodic 3D laser scans, including domain adaptation for tunnel environments and time-lapse change detection. Evidence from multiple sources will be fused into asset-level condition indicators using a hierarchical Bayesian framework, and uncertainty models and evidence quality flags will be developed for each source. The candidate will contribute to defining the condition indicator types in the digital asset model, to integrating the indicators into the digital twin prototype, and to inspection and validation campaigns at the Hagerbach Test Gallery and the EuroTube Foundation.

Profile

  • A Master’s degree in civil engineering, geomatics, computer science, or a related field
  • A strong background in machine learning, computer vision, or 3D point cloud processing, as well as in probabilistic modelling and Bayesian inference
  • Very good programming skills, preferably in Python
  • Familiarity with digital twins, building information modelling (BIM) and IFC, sensor data processing, or tunnel inspection would be considered an advantage
  • Willingness to carry out field work in underground environments and to collaborate within an interdisciplinary and international team
  • Proficiency in written and spoken English is required, and knowledge of German is regarded as an asset

Workplace

Workplace

We offer

ETH Zurich is one of the world’s leading universities specialising in science and technology. We are renowned for our excellent education, cutting-edge fundamental research and direct transfer of new knowledge into society. Over 30,000 people from more than 120 countries find our university to be a place that promotes independent thinking and an environment that inspires excellence. Located in the heart of Europe, yet forging connections all over the world, we work together to develop solutions for the global challenges of today and tomorrow.

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Working, teaching and research at ETH Zurich

We value diversity and sustainability

In line with our values, ETH Zurich encourages an inclusive culture. We promote equality of opportunity, value diversity and nurture a working and learning environment in which the rights and dignity of all our staff and students are respected. Visit our Equal Opportunities and Diversity website to find out how we ensure a fair and open environment that allows everyone to grow and flourish. Sustainability is a core value for us – we are consistently working towards a climate-neutral future.

Curious? So are we.

We look forward to receiving your online application by 9 November 2026 including the following documents:

  • Letter of interest including your ideas of potential research in the project
  • A curriculum vitae (with list of publications, if applicable, and contact information of at least two referees)
  • Grades of all university courses taken as well as diplomas

Screening of applications starts on 9 November 2026. Applications will be accepted until the position is filled.

Further information about the Institute of Construction & Infrastructure Management can be found on our website. Questions regarding the position should be directed to Ms. Nathalie Dietrich, dietrich@ibi.baug.ethz.ch (no applications).

Please note that we exclusively accept applications submitted through our online application portal. Applications via email or postal services will not be considered.

We would like to point out that the pre-selection is carried out by the responsible recruiters and not by artificial intelligence.

About ETH Zürich

ETH Zurich is one of the world’s leading universities specialising in
science and technology. We are renowned for our excellent education,
cutting-edge fundamental research and direct transfer of new knowledge
into society. Over 30,000 people from more than 120 countries find our
university to be a place that promotes independent thinking and an
environment that inspires excellence. Located in the heart of Europe,
yet forging connections all over the world, we work together to
develop solutions for the global challenges of today and tomorrow.

Curious? So are we.

We look forward to receiving your online application by 9 November 2026 including the following documents:

  • Letter of interest including your ideas of potential research in the project
  • A curriculum vitae (with list of publications, if applicable, and contact information of at least two referees)
  • Grades of all university courses taken as well as diplomas

Screening of applications starts on 9 November 2026. Applications will be accepted until the position is filled.

Further information about the Institute of Construction & Infrastructure Management can be found on our website. Questions regarding the position should be directed to Ms. Nathalie Dietrich, dietrich@ibi.baug.ethz.ch (no applications).

Please note that we exclusively accept applications submitted through our online application portal. Applications via email or postal services will not be considered.

We would like to point out that the pre-selection is carried out by the responsible recruiters and not by artificial intelligence.

Apply online now

About ETH Zürich

ETH Zurich is one of the world’s leading universities specialising in
science and technology. We are renowned for our excellent education,
cutting-edge fundamental research and direct transfer of new knowledge
into society. Over 30,000 people from more than 120 countries find our
university to be a place that promotes independent thinking and an
environment that inspires excellence. Located in the heart of Europe,
yet forging connections all over the world, we work together to
develop solutions for the global challenges of today and tomorrow.
Let’s connect
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欧洲, 瑞士 所在地点
带薪岗位制 项目类别
截止日期 2026-12-07
苏黎世联邦理工

院校简介

苏黎世联邦理工是国际研究型大学联盟、全球大学高研院联盟、IDEA联盟成员,是闻名全球的世界顶尖研究型大学,连续多年位居欧洲大陆高校翘首。
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