The Manual Countdown

How close are robots to replacing manual jobs? Not if — when.

Replacement Readiness by Profession

What's still blocking full automation

← Back to overview

The Manual Countdown — Blue-collar automation tracker

Job data: O*NET OnLine (CC BY 4.0) · Robot specs: manufacturer publications · Last updated: March 2026