# Artificial Intelligence and Jobs: Evidence from Online Vacancies

“Artificial Intelligence and Jobs: Evidence from Online Vacancies” (2022), by Daron Acemoğlu et al. Economics research paper. Original abstract below, unchanged. A free PDF is available.

- Authors: Daron Acemoğlu, David Autor, Jonathon Hazell, Pascual Restrepo
- Published: April 1, 2022
- Field: Economics
- DOI: https://doi.org/10.1086/718327
- Free PDF: https://researchonline.lse.ac.uk/id/eprint/113325/1/AI_And_Jobs.pdf

## Abstract

We study the impact of artificial intelligence (AI) on labor markets using establishment-level data on the near universe of online vacancies in the United States from 2010 onward. There is rapid growth in AI-related vacancies over 2010–18 that is driven by establishments whose workers engage in tasks compatible with AI’s current capabilities. As these AI-exposed establishments adopt AI, they simultaneously reduce hiring in non-AI positions and change the skill requirements of remaining postings. While visible at the establishment level, the aggregate impacts of AI-labor substitution on employment and wage growth in more exposed occupations and industries is currently too small to be detectable.

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