Internship (m/f/d) - Geospatial Embeddings at EIfER Europäisches Institut für Energieforschung EDF-KIT EWIV | softgarden

Internship (m/f/d) - Geospatial Embeddings

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  Full Time
  
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  Karlsruhe, Deutschland
  
  
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  Without Professional Experience
  
  
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  5/6/25
  
  

Become part of EIFER and drive climate solutions where science meets industry.

EIFER seeks a student for an internship position (m/f/d) in the field of "Geospatial Embeddings".

Start: 01.07.2025
Duration: max. 6 months (compulsory internship)
Weekly working hours: 39.5
Remuneration: 560€ monthly

In this internship, you will apply machine learning methods in a geospatial context to capture and represent the distinct character of places. You assess its effectiveness in acting as a predictor of missing data, as well as develop and evaluate a more advanced embedding model in the context of an existing open-source library. 

Relevant papers (recommended to read in order):

Responsibilities

• Applying geospatial machine learning model to prediction tasks


• Calculating urban morphology metrics using open geographic data


• Developing a new geospatial embedding model

Requirements

• Currently enrolled as a University student in a master program
  preferred study subjects: Data Science, Computer Science, Geographic Information Systems.


• Good understanding of Python and its data science libraries (especially pandas)


• Familiarity with the Pytorch framework


• Basic understanding of machine learning concepts (embeddings, neural networks)


• Experience with git (push, pull, merge)


• Understanding of geographic information systems (GIS) is a plus


• Confident in working in English


• Strong organizational and communication skills.


• Proficiency in Microsoft Office Suite (Word, Excel, PowerPoint).

Benefits

• Innovative Projects: Engage in impactful research.


• Global Collaboration: Work in an international, diverse team.


• Extensive Networks: Access local and international scientific networks.

Contact

Isaac Boates
isaac.boates@eifer.org

For more information visit www.eifer.org

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