Within-firm job description wage gaps: The implications for financial performance
Australian Journal of Management
Published online on October 23, 2025
Abstract
Australian Journal of Management, Ahead of Print.
We study within-firm and job-type wage gaps arising from words in job descriptions using a natural language processing technique (word2vec) on proprietary US job-level wage data from publicly traded companies spanning two decades. Analyzing nearly half a ...
We study within-firm and job-type wage gaps arising from words in job descriptions using a natural language processing technique (word2vec) on proprietary US job-level wage data from publicly traded companies spanning two decades. Analyzing nearly half a ...