Data Scientist in Advanced Earth Observation Models

1 month ago


Copenhagen, Copenhagen, Denmark Københavns Universitet Full time
Postdoc Position in Foundation Models for Accommodating Earth Observation

We are seeking a highly motivated postdoctoral researcher to conduct research on foundation models for accommodating Earth Observation. The position is funded by a Villum Foundation grant for the Earth-INN project.

The successful candidate will be based at the Department of Geosciences and Natural Resource Management at the University of Copenhagen and will work primarily with Ankit Kariryaa. Their main duty will be to conduct novel research in areas such as stable diffusion and invertible neural networks, exploring self-supervised methods on multi-source, multi-scale Earth Observation data, and developing computationally efficient algorithms.

About the Role
  • Potential research topics include but are not limited to:
  • Stable diffusion and invertible neural networks for satellite image to image translation
  • Exploring the novel self-supervised methods on multi-source, multi-scale Earth Observation data
  • Developing computationally efficient algorithms for large scale Earth Observation
Requirements
  • (Required) PhD degree in computer science, statistics, mathematics, GIS or similar.
  • (Required) Experience with some aspects of self-supervised learning, or stable diffusion.
  • (Required) Good programming skills in Python.
  • (Required) High level of motivation with the ability to conduct independent research by identifying key problems and driving projects to completion.
  • (Required) Proven skills in writing high-quality research papers and delivering effective presentations.
  • (Optional) Experience with Earth Observation data and GIS tools.
  • (Optional) Familiarity with some aspects of compute efficient deep learning.
Terms of Employment

The position is covered by the Memorandum on Job Structure for Academic Staff. Terms of appointment and payment accord to the agreement between the Ministry of Finance and The Danish Confederation of Professional Associations on Academics in the State. Negotiation for salary supplement is possible.

Estimated Salary: approximately DKK 450,000 - DKK 550,000 per annum depending on qualifications and experience.



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