Text-based measurement of AI investment and labor demand using 120K+ LinkedIn job postings. Combines NLP embedding models with econometric analysis (OLS, Negative Binomial) to examine how AI exposure relates to wages and job engagement. Framework for scalable, real-time AI intensity measurement.
artificial-intelligence econometrics computational-social-science applied-econometrics labor-economics quantitative-research online-labor-markets labor-markets finance-research job-postings ai-investment employment-data economics-research industry-analysis ai-measurement ai-exposure empirical-economics firm-level-analysis wage-analysis
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Updated
Mar 30, 2026 - Jupyter Notebook