PhD Position in Computer Vision Applied to Natural Hazards

Emerging Scholars Council; Zürich; Vor Ort; CHF 50.000 - 60.000; Vollzeit

Benefits dieser Stelle

Public transport season tickets

Car sharing

ASVZ sports

Zusammenfassung

ETH Zurich's Engineering Geology group seeks a motivated PhD student specializing in computer vision to work on debris flow motion, timelapse data, and optical-flow based algorithms. The role includes dataset analysis, algorithm development, and contribution to teaching, with opportunity to pursue third-party funding.

The position is fully funded for four years, starting as early as Sept 1, 2026, with strong emphasis on independent work and collaboration within a multidisciplinary team.

Qualifikationen

• Master's degree in Computer Vision, Data Science, Computer Science, Mechatronics, Remote Sensing, Engineering Geology or related discipline.
• Demonstrated expertise and interest in machine learning and computer vision with emphasis on object tracking, optical flow and sensor fusion.
• Knowledge of rock mechanics, soil mechanics and/or landslide processes is beneficial.
• Prior experience with point cloud processing is an asset.
• Ability to work independently.
• Strong written and oral communication skills in English.

Aufgaben

• Improve understanding of debris flow motion mechanisms in the Engineering Geology group.
• Process and analyze field datasets including timelapse point clouds and video imagery.
• Develop advanced algorithms focusing on optical flow and object detection.
• Interpret results to advance debris flow understanding and contribute to monitoring systems.
• Support teaching and help develop own research ideas for third party funding.

Kenntnisse

Machine learning

Computer vision

Object tracking

Optical flow

Sensor fusion

Independent work

English communication

Ausbildung

Master's degree in relevant field

Tools

Point cloud processing

Jobbeschreibung

The Engineering Geology group at ETH Zurich (Prof. Jordan Aaron) is seeking a motivated and creative doctoral student who specializes in computer vision. The position can commence as early as September 1st, 2026 (negotiable), and is fully funded for four years.

Job Description

• Improving our understanding of the mechanisms that govern debris flow motion is a core research topic in the Chair of Engineering Geology at ETHZ
• As part of this, the group collects and analyses an unprecendented set of field datasets
• The collected data includes timelapse point clouds, video imagery, as well as auxilary data including environmental parameter timeseries
• This data is then processed to derive high temporal and spatial resolution estimates of displacement, velocity, strain and surface change, as well as the driving mechanisms
• A large foundational dataset has already been collected, and presents a unique opportunity for making new insights into debris-flow processes
• You will develop advanced algorithms to process this data, with a focus on optical flow and object detection
• You will interpret the results to better understand debris flow mechanisms
• You will also contribute to the maintenance and upkeep of the monitoring systems
• Additionally, you will be given signficiant support to develop your own research ideas and apply for third party funding
• Contributions to teaching within the Engineering Geology group are also expected

Profile

• Masters degree in Computer Vision, Data Science, Computer Science, Mechatronics, Remote Sensing, Engineering Geology or other related discipline
• Demonstrated expertise and interest in machine learning and computer vision algorithms is necessary, with an emphasis on object tracking, optical flow and sensor fusion
• Knowledge of rock mechanics, soil mechanics and/or landslide processes is considered beneficial
• Prior experience with point cloud processing is an asset
• Ability to work independently
• Strong written and oral communication skills in English

We offer

• We are an enthusiastic and collaborative research group with many opportunities for multi-disciplinary cutting edge research in engineering geology
• There are significant opportunities to broaden your research interests, and develop your academic career
• Your job with impact: Become part of ETH Zurich, which not only supports your professional development, but also actively contributes to positive change in society
• You can expect numerous benefits, such as public transport season tickets and car sharing, a wide range of sports offered by the ASVZ, childcare and attractive pension benefits

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.

Further information about the Gelogical Institute can be found on our Website. Questions regarding the position should be directed to Prof. Jordan Aaron, [email protected] (no applications).

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.