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

Numbers tell us precisely how companies are using ChatGPT in real jobs.

The study analyzes ChatGPT-related job demand by examining 1,128 U.S. job postings, revealing how employers are integrating Gen AI skills across different industries and roles.

https://arxiv.org/abs/2412.07042

Methods used in the Paper 🛠️:

→ The researchers collected and analyzed job postings from Indeed, LinkedIn, and ZipRecruiter between May-December 2023.

→ They used text mining and topic modeling to extract ChatGPT-related skill requirements from job descriptions.

→ The study applied Named Entity Recognition to classify job roles and identify skill patterns.

→ They mapped findings to O*NET occupation categories to understand skill distribution across industries.

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Key Insights from this Paper:

→ Software Developers represent 20% of ChatGPT-related job postings

→ Marketing roles occupy 3 of the top 5 most demanded positions

→ Identified 5 distinct ChatGPT skill sets: general familiarity (41.8%), creative content (14.5%), marketing (12.7%), advanced functions (16.3%), product development (14.8%)

→ Found 69 unique occupation titles across 9 O*NET families

→ California, Texas, New York, Florida account for 50% of postings

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