Demographics
Demographics Interpretation
Earnings
Earnings Interpretation
Employment Levels
Employment Levels Interpretation
Job Growth
Job Growth Interpretation
Projections
Projections Interpretation
How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Emilia Santos. (2026, February 13). Stem Employment Statistics. Gitnux. https://gitnux.org/stem-employment-statistics
Emilia Santos. "Stem Employment Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/stem-employment-statistics.
Emilia Santos. 2026. "Stem Employment Statistics." Gitnux. https://gitnux.org/stem-employment-statistics.
Sources & References
- Reference 1NCSESncses.nsf.gov
ncses.nsf.gov
- Reference 2BLSbls.gov
bls.gov
- Reference 3LABORMARKETINFOlabormarketinfo.edd.ca.gov
labormarketinfo.edd.ca.gov
- Reference 4BCGbcg.com
bcg.com
- Reference 5DELOITTEwww2.deloitte.com
www2.deloitte.com
- Reference 6CYBERSECURITYVENTUREScybersecurityventures.com
cybersecurityventures.com
- Reference 7WEFORUMweforum.org
weforum.org
- Reference 8MCKINSEYmckinsey.com
mckinsey.com
- Reference 9QUANTUMECONOMICDEVELOPMENTCONSORTIUMquantumeconomicdevelopmentconsortium.org
quantumeconomicdevelopmentconsortium.org
- Reference 10USSFEEDussfeed.com
ussfeed.com
- Reference 11MARKETSANDMARKETSmarketsandmarkets.com
marketsandmarkets.com
- Reference 12IEAiea.org
iea.org







