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There is Not One But Many AI: A Network Perspective on Regional Demand in AI Skills

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  • Stephany, Fabian

Abstract

This work proposes a network perspective in order to empirically identify the relevant ICT skills related to AI, to what extent they are systemically related, and how their composition varies across regions. With the example of 5,227 job openings from Germany advertised as postings in Artificial Intelligence, relevant skills are identified and connected in a network fashion. Two skills are connected, if they are jointly required by the same job advertisement. Similarly, regional skill networks can be constructed: Job postings are screened by city location and skill networks are constructed for this set of regional postings exclusively. The resulting networks depict the regional city ecosystem of AI skills currently in demand.

Suggested Citation

  • Stephany, Fabian, 2020. "There is Not One But Many AI: A Network Perspective on Regional Demand in AI Skills," OSF Preprints 32qws_v1, Center for Open Science.
    • Handle: RePEc:osf:osfxxx:32qws_v1
    DOI: 10.31219/osf.io/32qws_v1
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    References listed on IDEAS

    as
    1. Lorenz, Hanno & Stephany, Fabian, 2018. "Back to the future: Changing job profiles in the digital age," Working Papers 13, Agenda Austria.
    2. Fabian Stephany, 2019. "It Deepens Like a Coastal Shelf: Educational Mobility and Social Capital in Germany," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(2), pages 855-885, April.
    3. Fabian Stephany, 2017. "Who are Your Joneses? Socio-Specific Income Inequality and Trust," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(3), pages 877-898, December.
    4. Youngjin Yoo & Ola Henfridsson & Kalle Lyytinen, 2010. "Research Commentary ---The New Organizing Logic of Digital Innovation: An Agenda for Information Systems Research," Information Systems Research, INFORMS, vol. 21(4), pages 724-735, December.
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