PhD Position in Computer Vision Applied to Natural Hazards

Description

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.

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

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.