Insights

Employment intelligence, in long-form.

Deep dives on layoffs, hiring, and the economic signals shaping the workforce. All sourced, verified, and grounded in data... but also opinions.

The AI Job Apocalypse Timeline: Which Roles Disappear First (Data Analysis)

Nov 7, 2025 • 24 min read

Industry Analysis

The AI Job Apocalypse Timeline: Which Roles Disappear First (Data Analysis)

A rigorous data analysis of which roles are most vulnerable to AI displacement. Customer support leads at 50% automation, entry-level positions at high risk, middle management next. Includes timeline predictions and AI-proof career paths.