When job postings for an AI-vulnerable role drop sharply YoY, that's displacement starting before it shows up in layoff data. Our index ranks 15 critical roles by how strongly the shrinking signal is showing up across news and labor data.
When postings for "data entry clerk" drop 40% YoY, that's displacement starting before it shows up as layoffs. We track 15 AI-vulnerable roles continuously. Higher score = stronger shrinking signal.
This page shows aggregate market intelligence. The Workforce Risk Assessment shows you exactly where your organization sits — role by role, in 72 hours.
Book a 30-min call →