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Skill Demand and Posted Wages. Evidence from Online Job Ads in Austria

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Abstract

This study provides new evidence on skill requirements in the labor market and shows to what extent these skills are associated with higher wage offers. Using more than 380,000 job postings published on Austria’s major employment website, I identify the most common skill requirements mentioned in job descriptions. Because employers in Austria are legally required to state the minimum remuneration for advertised positions, I can relate the skill content of jobs to offered wages using ad-level variation. Accounting for education, work experience, and firm and occupation fixed-effects, there exists a robust association between the number of skill requirements and wage offers. In particular, job ads with many skill requirements offer substantially higher wages. While I estimate large effects for managerial and analytical skills, associations with most soft skills are small. Overall, the analysis shows that skill requirements listed in online job ads can offer important insights on skill demand and skill wages differentials.

Suggested Citation

  • Lennart Ziegler, 2020. "Skill Demand and Posted Wages. Evidence from Online Job Ads in Austria," Vienna Economics Papers vie2002, University of Vienna, Department of Economics.
    • Handle: RePEc:vie:viennp:vie2002
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    Cited by:

    1. Emilio Colombo & Alberto Marcato, 2021. "Skill Demand and Labour Market Concentration: Theory and Evidence from Italian Vacancies," DISEIS - Quaderni del Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo dis2104, Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS).
    2. Kimberly Scharf & Oleksandr Talavera & Linh Vi, 2023. "Gender Differences in Returns to Beauty," Discussion Papers 23-08, Department of Economics, University of Birmingham.
    3. Bamieh, Omar & Ziegler, Lennart, 2020. "How Does the COVID-19 Crisis Affect Labor Demand? An Analysis Using Job Board Data From Austria," IZA Discussion Papers 13801, Institute of Labor Economics (IZA).

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    More about this item

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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