“Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms”, 2024-02-21 (; similar):
This paper studies the impact of Generative AI technologies on the demand for online freelancers using a large dataset from a leading global freelancing platform.
We identify the types of jobs that are more affected by Generative AI and quantify the magnitude of the heterogeneous impact.
Our findings indicate a 21% decrease in the number of job posts for automation-prone jobs related to writing and coding, compared to jobs requiring manual-intensive skills, within 8 months after the introduction of ChatGPT-3. We show that the reduction in the number of job posts increases competition among freelancers while the remaining automation-prone jobs are of greater complexity and offer higher pay. We also find that the introduction of Image-generating AI technologies [diffusion models] led to a 17% decrease in the number of job posts related to image creation.
We use Google Trends to show that the more pronounced decline in the demand for freelancers within automation-prone jobs correlates with their higher public awareness of ChatGPT’s substitutability.
[Keywords: generative AI, large language models, ChatGPT, digital freelancing platforms]
See Also:
“Generate” the Future of Work through AI: Empirical Evidence from Online Labor Markets
AI and Jobs: Has the Inflection Point Arrived? Evidence from an Online Labor Platform
Are Large Language Models a Threat to Digital Public Goods? Evidence from Activity on Stack Overflow
Can AI Outperform Human Experts in Creating Social Media Creatives?
The carbon emissions of writing and illustrating are lower for AI than for humans
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Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms