Soft Skills list

  • Federica Calanca (University of Rome La Sapienza) (Creator)
  • Luiza Sayfullina (Creator)
  • Lara Minkus (University of Bremen) (Creator)
  • Eric Malmi (Creator)
  • Claudia Wagner (GESIS - Leibniz Institute for the Social Sciences, University of Koblenz-Landau) (Creator)



This dataset of soft skill phrases and their clusters was obtained based on the semi-automated approach using job-descriptions from Armenian job postings from 2004-2015. This dataset was curated as a part of our journal publication "Responsible team players wanted: An analysis of soft skill requirements in job advertisements" being published in EPJ Data Science. In addition we release job-skills matrix, where we matched the soft skills from our list to UK job ads for the analysis computed based on this dataset:

License: CC BY 4.0.
Koska saatavilla2019

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