# Generative AI Impact on Labor Market: Analyzing ChatGPT's Demand in Job Advertisements

arXiv: https://arxiv.org/abs/2412.07042 · HTML: https://mlsanity.com/paper/2412.07042/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 6 of its 83 references that are in the map.
- First posted on arXiv 9 Dec 2024.

## Builds on (most cited first, 6 of 6)

- [The Impact of AI on Developer Productivity: Evidence from GitHub Copilot](https://mlsanity.com/paper/2302.06590/) (2023)
- [GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models](https://mlsanity.com/paper/2303.10130/) (2023)
- [Generative AI](https://mlsanity.com/paper/2309.07930/) (2023)
- ["Generate" the Future of Work through AI: Empirical Evidence from Online Labor Markets](https://mlsanity.com/paper/2308.05201/) (2023)
- [Towards a Job Title Classification System](https://mlsanity.com/paper/1606.00917/) (2016)
- [An examination of skill requirements for Augmented Reality and Virtual Reality job advertisements](https://mlsanity.com/paper/2108.04946/) (2021)

## Abstract (arXiv)

The rapid advancement of Generative AI (Gen AI) technologies, particularly tools like ChatGPT, is significantly impacting the labor market by reshaping job roles and skill requirements. This study examines the demand for ChatGPT-related skills in the U.S. labor market by analyzing job advertisements collected from major job platforms between May and December 2023. Using text mining and topic modeling techniques, we extracted and analyzed the Gen AI-related skills that employers are hiring for. Our analysis identified five distinct ChatGPT-related skill sets: general familiarity, creative content generation, marketing, advanced functionalities (such as prompt engineering), and product development. In addition, the study provides insights into job attributes such as occupation titles, degree requirements, salary ranges, and other relevant job characteristics. These findings highlight the increasing integration of Gen AI across various industries, emphasizing the growing need for both foundational knowledge and advanced technical skills. The study offers valuable insights into the evolving demands of the labor market, as employers seek candidates equipped to leverage generative AI tools to improve productivity, streamline processes, and drive innovation.