Sep 18, 2026: Added Age vs. AI Career Threats, an original quick read on how career stage can shape AI disruption without treating age itself as an automation score.

AIJobScanner original guide • Reviewed Sep 17, 2026

Updates & Data Maintenance

A public record of how AIJobScanner is maintained and reviewed.

AIJobScanner's AI exposure score is a site-generated estimate, not a BLS or O*NET statistic and not a probability of job loss.

September 17, 2026 — V15.3

Added original career education guides, expanded homepage explanations, strengthened internal navigation and created this maintenance record. The release focuses on helping users understand and act on scores rather than merely displaying rankings.

September 2026 — V15.2

Expanded editorial transparency, methodology disclosures, advertising independence language, terms and career-information disclaimers.

Data maintenance

AIJobScanner separates third-party occupational and labor-market statistics from its own derived AI-exposure estimates. O*NET and BLS source periods are identified where used. Model or source updates are reviewed before publication, and material methodology changes are documented here.

Editorial standard

Pages should help a visitor understand a career decision, not exist solely to attract search traffic. Generated occupational data is supplemented with methodology, comparisons, labor-market context and human-readable guidance.