Job Automation Index

The Race between Human Labor and Machines in the 21st Century

Learn more about the research project
Skill Network
Visualize an occupation’s skill requirements and skill-level susceptibility to automation
Job Automation Index
Visualize an occupation’s relations to automation
Automation Map (U.S. Cities)
Visualize a city’s relations to automation in the United States