Artificial intelligence and labour market matching
Organisation for Economic Co-operation and Development, Paris
OECD Publishing - Paris
2023
86 p.
artificial intelligence ; recruitment ; human resources
OECD Social, Employment and Migration Working Papers
284
Personnel management
https://doi.org/10.1787/2b440821-en
English
Bibliogr.
"While still in its infancy, Artificial Intelligence (AI) is increasingly used in labour market matching, whether by private recruiters, public and private employment services, or online jobs boards and platforms. Applications range from writing job descriptions, applicant sourcing, analysing CVs, chat bots, interview schedulers, shortlisting tools, all the way to facial and voice analysis during interviews. While many tools promise to bring efficiencies and cost savings, they could also improve the quality of matching and jobseeker experience, and even identify and mitigate human bias. There are nonetheless some barriers to a greater adoption of these tools. Some barriers relate to organisation and people readiness, while others reflect concerns about the technology and how it is used, including: robustness, bias, privacy, transparency and explainability. The present paper reviews the literature and some recent policy developments in this field, while bringing new evidence from interviews held with key stakeholders."
Digital
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