Your Tasks
- Utilize Machine Learning models for automated analysis of core image data and geophysical data logs.
- Apply explainable artificial intelligence (XAI) techniques to identify driving features of ML models and to enhance model interpretability.
- Conduct uncertainty quantification to evaluate the reliability of predictions and the robustness of ML/AI models.
- Publish results in peer-reviewed journals and present work at conferences.
Your Profile
- You hold a master’s degree in geosciences (such as geochemistry, geology, geophysics, or a related discipline) with a strong interest in artificial intelligence and data-driven modeling, or alternatively, a master’s degree in data science, mathematics, computer science, informatics, or physics with a strong interest in geoscience applications.
- You have experience with programming languages (e.g., Python, R, Matlab, C/C++).
- You possess a keen interest in data (such as images, categorical, numerical, geoscientific, subsurface data) and its interpretation.
- You have excellent communication and writing skills in English.
We Offer
Our institution fosters interdisciplinary, innovative, and dynamic collaboration. You will benefit from systematic on-the-job training, personal development opportunities, and a strong vocational training culture. If you seek to balance work and family life or pursue other personal interests, we provide modern employment conditions and on-site infrastructure to support you.
For further information, please contact Dr. Romana Boiger at romana.boiger@psi.ch or call +41 56 310 5373.
Apply online using the form below. Only applications matching the job profile will be considered.
Paul Scherrer Institute, Human Resources Management, Mariusz Prus, 5232 Villigen PSI, Switzerland.