Academic Solutions
Longitudinal labor market data for
serious research.
Eight research-grade data products built for labor economics, workforce studies, and social science research. From Stanford to Cambridge, GWIX-powered research is reshaping how economists understand labor market dynamics — with a dataset depth and global breadth no other source can match.
Q4 2026Longitudinal Labor Market Dataset
10+ years of structured, normalized labor market records across 240 countries — the deepest longitudinal dataset available for labor economics research. Point-in-time snapshots preserved for reproducible analysis.
Skills Diffusion Research Dataset
Structured time-series of skill demand emergence and spread across industries, occupations, and geographies — enabling research on technology adoption, innovation diffusion, and human capital formation.
Pay Equity Research Dataset
Advertised compensation data by role, industry, geography, and employer size — structured for pay equity analysis, discrimination research, and policy impact assessment across global labor markets.
Labor Mobility Dataset
Cross-industry and cross-geography demand signals structured for research on occupational mobility, skills transferability, and labor market transition dynamics.
Education-to-Employment Alignment Dataset
Employer skill demand signals linked to occupational classifications — enabling research on credential relevance, education system alignment, and the gap between institutional outputs and labor market needs.
AI Automation and Labor Substitution Dataset
Role-level signals of automation and AI substitution over time — structured for research on technological unemployment, task displacement, and labor market polarization.
Global Wage Convergence Dataset
Advertised pay data structured for cross-country comparative wage research — covering developed and emerging markets with consistent methodology for international labor economics analysis.
Custom Research Dataset Program
For research requiring custom geographies, time ranges, role subsets, or delivery formats — GWIX offers structured research data licensing with academic pricing and institutional terms. Contact us to discuss your study design.