L. Alekseeva, José Azar, M. Giné, S. Samila, Bledi Taska
{"title":"劳动力市场对人工智能技能的需求","authors":"L. Alekseeva, José Azar, M. Giné, S. Samila, Bledi Taska","doi":"10.2139/ssrn.3470610","DOIUrl":null,"url":null,"abstract":"We document a dramatic increase in the demand for AI skills in online job postings over the period 2010-2019. The demand for AI skills is highest in IT occupations, followed by architecture/engineering, life/physical/social sciences, and management. The sectors with the highest demand for AI are information, professional services, and finance. At the firm level, higher demand for AI skills is associated in the cross-section with larger market capitalization, higher cash holdings, and higher investments in R\\&D. We also document a large wage premium for job postings that require AI skills, as well as a wage premium for non-AI vacancies posted by firms with a high share of AI vacancies. Interestingly, managerial occupations have the highest wage premium for AI skills.","PeriodicalId":421837,"journal":{"name":"Diffusion of Innovation eJournal","volume":"51 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"71","resultStr":"{\"title\":\"The Demand for AI Skills in the Labor Market\",\"authors\":\"L. Alekseeva, José Azar, M. Giné, S. Samila, Bledi Taska\",\"doi\":\"10.2139/ssrn.3470610\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We document a dramatic increase in the demand for AI skills in online job postings over the period 2010-2019. The demand for AI skills is highest in IT occupations, followed by architecture/engineering, life/physical/social sciences, and management. The sectors with the highest demand for AI are information, professional services, and finance. At the firm level, higher demand for AI skills is associated in the cross-section with larger market capitalization, higher cash holdings, and higher investments in R\\\\&D. We also document a large wage premium for job postings that require AI skills, as well as a wage premium for non-AI vacancies posted by firms with a high share of AI vacancies. Interestingly, managerial occupations have the highest wage premium for AI skills.\",\"PeriodicalId\":421837,\"journal\":{\"name\":\"Diffusion of Innovation eJournal\",\"volume\":\"51 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-10-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"71\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Diffusion of Innovation eJournal\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.3470610\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Diffusion of Innovation eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3470610","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
We document a dramatic increase in the demand for AI skills in online job postings over the period 2010-2019. The demand for AI skills is highest in IT occupations, followed by architecture/engineering, life/physical/social sciences, and management. The sectors with the highest demand for AI are information, professional services, and finance. At the firm level, higher demand for AI skills is associated in the cross-section with larger market capitalization, higher cash holdings, and higher investments in R\&D. We also document a large wage premium for job postings that require AI skills, as well as a wage premium for non-AI vacancies posted by firms with a high share of AI vacancies. Interestingly, managerial occupations have the highest wage premium for AI skills.
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