AI Workforce Exposure & Risk
Which Roles Are Most at Risk from AI Automation? An O*NET-Based Framework
An O*NET-grounded framework for identifying which roles carry the highest AI task exposure, and what that does—and doesn't—mean for the people in them.
Rovaryn Digital · October 20, 2026 · 8 min read