AI-exposed jobs deteriorated before ChatGPT
Public debate links worsening job prospects for AI-exposed occupations to the release of ChatGPT in late 2022. Using monthly U.S. unemployment insurance records, we measure occupation- and location-specific unemployment risk and find that risk rose in AI-exposed occupations beginning in early 2022, months before ChatGPT. Analyzing millions of LinkedIn profiles, we show that graduate cohorts from 2021 onward entered AI-exposed jobs at lower rates than earlier cohorts, with gaps opening before late 2022. Finally, from millions of university syllabi, we find that graduates taking more AI-exposed curricula had higher first-job pay and shorter job searches after ChatGPT. Together, these results point to forces pre-dating generative AI and to the ongoing value of LLM-relevant education.
Code (0)
등록된 구현이 없습니다.
Similar Papers 제목 키워드 기반
Mapping ChatGPT in Mainstream Media to Unravel Jobs and Diversity Challenges: Early Quantitative Insights through Sentiment Analysis and Word Frequency Analysis
The exponential growth in user acquisition and popularity of OpenAIs ChatGPT, an artificial intelligence(AI) powered chatbot, was accompanied by widespread mainstream media coverage. This article presents a quantitative …
ChatbotDiversityEthicsSentiment AnalysisGenerative AI and the Reorganization of Labor Demand
Generative artificial intelligence (AI) is expected to transform work, but less is known about how firms reorganize labor demand as the technology diffuses. Existing research has largely focused on which occupations are …
Strategic Responses to Technological Change: Evidence from Online Labor Markets
In this project, we examine how freelancers changed their strategic positioning on an online work platform following the launch of ChatGPT in November 2022 - a major advance in AI technologies. We document that post-Chat…
Language ModellingPositionAI and Jobs: Has the Inflection Point Arrived? Evidence from an Online Labor Platform
The emergence of Large Language Models (LLMs) has renewed the debate on the important issue of "technology displacement". While prior research has investigated the effect of information technology in general on human lab…
Towards the Terminator Economy: Assessing Job Exposure to AI through LLMs
AI and related technologies are reshaping jobs and tasks, either by automating or augmenting human skills in the workplace. Many researchers have been working on estimating if and to what extent jobs and tasks are expose…