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Methodology: Assessing the Likelihood of GenAI Replacing Work Skills

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The Indeed Hiring Lab recently assessed the ability of GPT-4o, a GenAI model developed by OpenAI, to perform more than 2,800 job skills. We found that none of the more than 2,800 unique work skills are “very likely” to be replaced by generative artificial intelligence soon. Here’s a detailed description of what we did and the why behind some of the decisions we made for this analysis. 

Data sources

This research utilized two data sources: Indeed’s rich skill database, and Indeed job posting data. Starting with Indeed’s universe of hundreds of millions of job postings, we identified more than 2,800

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