AI Job Atlas
AI & jobs · State in United States

Ohio

State US-OH Largest city: Cleveland
36%
of jobs here are estimated to be exposed to generative AI, above the national 35% (+0.2 pts).
MODEL14th of 51 regions2.2M exposed workers

Key numbers

PopulationWIKIDATA
11.8M
as of 2020
Share of national populationWIKIDATA
3.6%
7th largest of 51
People in workMODEL
6.1M
national total × population share
Highest-exposure jobsMODEL
6.0%
national 6.0%
Area
116K km²
102 people per km²
Settlement patternMODEL
Mixed
65% live in major cities
Largest city
Cleveland
1.9M (metro)
Mapped towns & cities
14
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage per capitaANTHROPIC
0.60×
Anthropic AI Usage Index
Share of national useANTHROPIC
2.0%
3.6% of population
Work-relatedANTHROPIC
39%
national 41%
Automation-styleANTHROPIC
51%
national 50%
Augmentation 49%Automation 51%

Sector mix

MODEL

Estimated share of jobs by sector, against the national mix.

Ohio United States
Health & care 14.7%
Business services 13.1%
Retail & wholesale 11.9%
Manufacturing 9.4%
Education 8.8%
Construction 7.7%
Transport & logistics 6.4%
Hospitality 6.2%
Other services 5.5%
Finance 5.1%
ICT & software 4.3%
Public admin 4.0%
Utilities 1.4%
Agriculture 1.1%
Mining 0.2%

Exposed workers by sector

MODEL
Health & care 380K Business services 327K Education 250K Retail & wholesale 250K Finance 163K Manufacturing 136K Public admin 115K ICT & software 114K

Ranking in United States

MODEL

By modelled AI exposure, out of 51 regions.

11Arizona 36% 12Washington 36% 13Missouri 36% 14Ohio 36% 15Texas 35% 16Minnesota 35% 17Colorado 35%
About these estimates. No source publishes AI exposure by region for every country. The model splits United States's real ILO sector employment across regions using population (Wikidata) and density: denser, capital-city regions get more finance, ICT and professional jobs, and rural regions more farming. Totals match national figures. AI usage figures are measured, not modelled. Methodology

Other regions of United States

All of United States →