Firm Investments in Artificial Intelligence Technologies and Changes in Workforce Composition

We study the shifts in U.S. firms' workforce composition and organization associated with the use of AI technologies. To do so, we leverage a unique combination of worker resume and job postings datasets to measure firm-level AI investments and workforce composition variables, such as educational

搜集汇总

背景与挑战

背景概述

该数据集通过整合员工简历和招聘数据，衡量企业层面的AI投资及其对劳动力组成的影响。研究发现，AI投资较多的企业倾向于雇佣更多高学历、STEM专业人才，并导致企业中基层员工比例上升、中高层管理岗位比例下降，即企业层级结构趋于扁平化。