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Ohio — AI workforce exposure by county

CAERI National › Ohio · 88 counties

Every one of Ohio's 88 counties is scored on the Community AI Exposure & Resilience Index, built entirely from public federal data. Click any county — on the map or in the table — for its full profile. County pages carry a neutral, data-only fiscal summary; a researched state-specific fiscal analysis is part of the subscription.

Counties by national percentile band

Adams — CAERI 51.7 (50th–75th, national)Allen — CAERI 40.3 (Bottom 25%, national)Ashland — CAERI 32.3 (Bottom 25%, national)Ashtabula — CAERI 40.0 (Bottom 25%, national)Athens — CAERI 64.3 (Top 10%, national)Auglaize — CAERI 48.6 (25th–50th, national)Belmont — CAERI 43.2 (25th–50th, national)Brown — CAERI 58.2 (75th–90th, national)Butler — CAERI 51.3 (50th–75th, national)Carroll — CAERI 41.7 (Bottom 25%, national)Champaign — CAERI 58.0 (75th–90th, national)Clark — CAERI 49.9 (50th–75th, national)Clermont — CAERI 58.4 (75th–90th, national)Clinton — CAERI 51.9 (50th–75th, national)Columbiana — CAERI 37.2 (Bottom 25%, national)Coshocton — CAERI 40.7 (Bottom 25%, national)Crawford — CAERI 46.7 (25th–50th, national)Cuyahoga — CAERI 60.0 (75th–90th, national)Darke — CAERI 46.8 (25th–50th, national)Defiance — CAERI 33.3 (Bottom 25%, national)Delaware — CAERI 65.2 (Top 10%, national)Erie — CAERI 39.7 (Bottom 25%, national)Fairfield — CAERI 58.5 (75th–90th, national)Fayette — CAERI 50.8 (50th–75th, national)Franklin — CAERI 61.1 (75th–90th, national)Fulton — CAERI 52.0 (50th–75th, national)Gallia — CAERI 50.0 (50th–75th, national)Geauga — CAERI 52.7 (50th–75th, national)Greene — CAERI 66.1 (Top 10%, national)Guernsey — CAERI 39.9 (Bottom 25%, national)Hamilton — CAERI 64.7 (Top 10%, national)Hancock — CAERI 40.5 (Bottom 25%, national)Hardin — CAERI 46.9 (25th–50th, national)Harrison — CAERI 38.2 (Bottom 25%, national)Henry — CAERI 37.2 (Bottom 25%, national)Highland — CAERI 46.3 (25th–50th, national)Hocking — CAERI 47.9 (25th–50th, national)Holmes — CAERI 41.8 (Bottom 25%, national)Huron — CAERI 30.6 (Bottom 25%, national)Jackson — CAERI 45.7 (25th–50th, national)Jefferson — CAERI 39.2 (Bottom 25%, national)Knox — CAERI 41.2 (Bottom 25%, national)Lake — CAERI 55.9 (50th–75th, national)Lawrence — CAERI 54.6 (50th–75th, national)Licking — CAERI 61.4 (75th–90th, national)Logan — CAERI 42.1 (Bottom 25%, national)Lorain — CAERI 53.8 (50th–75th, national)Lucas — CAERI 54.8 (50th–75th, national)Madison — CAERI 54.7 (50th–75th, national)Mahoning — CAERI 48.0 (25th–50th, national)Marion — CAERI 41.3 (Bottom 25%, national)Medina — CAERI 51.2 (50th–75th, national)Meigs — CAERI 51.2 (50th–75th, national)Mercer — CAERI 45.9 (25th–50th, national)Miami — CAERI 46.5 (25th–50th, national)Monroe — CAERI 50.5 (50th–75th, national)Montgomery — CAERI 57.3 (50th–75th, national)Morgan — CAERI 41.5 (Bottom 25%, national)Morrow — CAERI 47.2 (25th–50th, national)Muskingum — CAERI 40.9 (Bottom 25%, national)Noble — CAERI 43.9 (25th–50th, national)Ottawa — CAERI 46.8 (25th–50th, national)Paulding — CAERI 41.7 (Bottom 25%, national)Perry — CAERI 49.0 (25th–50th, national)Pickaway — CAERI 59.6 (75th–90th, national)Pike — CAERI 57.1 (50th–75th, national)Portage — CAERI 50.3 (50th–75th, national)Preble — CAERI 43.8 (25th–50th, national)Putnam — CAERI 49.3 (25th–50th, national)Richland — CAERI 42.3 (Bottom 25%, national)Ross — CAERI 43.0 (25th–50th, national)Sandusky — CAERI 32.5 (Bottom 25%, national)Scioto — CAERI 52.6 (50th–75th, national)Seneca — CAERI 35.2 (Bottom 25%, national)Shelby — CAERI 45.5 (25th–50th, national)Stark — CAERI 46.4 (25th–50th, national)Summit — CAERI 54.3 (50th–75th, national)Trumbull — CAERI 41.0 (Bottom 25%, national)Tuscarawas — CAERI 35.7 (Bottom 25%, national)Union — CAERI 68.6 (Top 10%, national)Van Wert — CAERI 43.2 (25th–50th, national)Vinton — CAERI 58.5 (75th–90th, national)Warren — CAERI 55.3 (50th–75th, national)Washington — CAERI 43.6 (25th–50th, national)Wayne — CAERI 40.7 (Bottom 25%, national)Williams — CAERI 40.2 (Bottom 25%, national)Wood — CAERI 42.6 (25th–50th, national)Wyandot — CAERI 41.9 (Bottom 25%, national)
Top 10%75th–90th50th–75th25th–50thBottom 25%
Shaded by national percentile band — relative standing among all U.S. counties, not a condition. Grey = not scored (no general-purpose county government).
US rankCounty CAERINat'l band State rankConfidence
93 Union 68.6 Top 10% 1Medium
177 Greene 66.1 Top 10% 8Medium
224 Delaware 65.2 Top 10% 2Medium
254 Hamilton 64.7 Top 10% 3High
273 Athens 64.3 Top 10% 6Medium
438 Licking 61.4 75th–90th 7Medium
463 Franklin 61.1 75th–90th 4High
562 Cuyahoga 60.0 75th–90th 9High
588 Pickaway 59.6 75th–90th 5Medium
675 Fairfield 58.5 75th–90th 19Medium
678 Vinton 58.5 75th–90th 10Medium
685 Clermont 58.4 75th–90th 16Medium
703 Brown 58.2 75th–90th 11Medium
718 Champaign 58.0 75th–90th 12Medium
795 Montgomery 57.3 50th–75th 14High
816 Pike 57.1 50th–75th 21Medium
905 Lake 55.9 50th–75th 18High
978 Warren 55.3 50th–75th 28Medium
1032 Lucas 54.8 50th–75th 15High
1040 Madison 54.7 50th–75th 13High
1050 Lawrence 54.6 50th–75th 20Medium
1075 Summit 54.3 50th–75th 23High
1130 Lorain 53.8 50th–75th 27High
1237 Geauga 52.7 50th–75th 35Medium
1243 Scioto 52.6 50th–75th 30Medium
1313 Fulton 52.0 50th–75th 17Medium
1315 Clinton 51.9 50th–75th 22Medium
1341 Adams 51.7 50th–75th 31Medium
1391 Butler 51.3 50th–75th 38High
1405 Medina 51.2 50th–75th 39Medium
1409 Meigs 51.2 50th–75th 43Medium
1449 Fayette 50.8 50th–75th 47Medium
1492 Monroe 50.5 50th–75th 37Low
1519 Portage 50.3 50th–75th 34High
1564 Gallia 50.0 50th–75th 32Medium
1568 Clark 49.9 50th–75th 25High
1619 Putnam 49.3 25th–50th 24Medium
1656 Perry 49.0 25th–50th 45Medium
1700 Auglaize 48.6 25th–50th 36High
1743 Mahoning 48.0 25th–50th 26High
1761 Hocking 47.9 25th–50th 48Medium
1831 Morrow 47.2 25th–50th 41Medium
1863 Hardin 46.9 25th–50th 29Medium
1887 Ottawa 46.8 25th–50th 40Medium
1892 Darke 46.8 25th–50th 33Medium
1897 Crawford 46.7 25th–50th 55High
1925 Miami 46.5 25th–50th 46Medium
1937 Stark 46.4 25th–50th 44High
1949 Highland 46.3 25th–50th 54Medium
2001 Mercer 45.9 25th–50th 42Medium
2017 Jackson 45.7 25th–50th 57Medium
2043 Shelby 45.5 25th–50th 56Medium
2209 Noble 43.9 25th–50th 72Low
2222 Preble 43.8 25th–50th 52Medium
2239 Washington 43.6 25th–50th 49Medium
2280 Van Wert 43.2 25th–50th 51Medium
2286 Belmont 43.2 25th–50th 66High
2308 Ross 43.0 25th–50th 50Medium
2347 Wood 42.6 25th–50th 58Medium
2382 Richland 42.3 Bottom 25% 53High
2397 Logan 42.1 Bottom 25% 59Medium
2422 Wyandot 41.9 Bottom 25% 80Medium
2429 Holmes 41.8 Bottom 25% 76High
2440 Paulding 41.7 Bottom 25% 60Medium
2450 Carroll 41.7 Bottom 25% 67Medium
2474 Morgan 41.5 Bottom 25% 75Low
2488 Marion 41.3 Bottom 25% 70Medium
2496 Knox 41.2 Bottom 25% 78Medium
2514 Trumbull 41.0 Bottom 25% 77High
2526 Muskingum 40.9 Bottom 25% 62Medium
2547 Wayne 40.7 Bottom 25% 64High
2551 Coshocton 40.7 Bottom 25% 73Medium
2563 Hancock 40.5 Bottom 25% 61Medium
2575 Allen 40.3 Bottom 25% 69High
2589 Williams 40.2 Bottom 25% 71Medium
2606 Ashtabula 40.0 Bottom 25% 79High
2611 Guernsey 39.9 Bottom 25% 74Medium
2633 Erie 39.7 Bottom 25% 65Medium
2675 Jefferson 39.2 Bottom 25% 63Medium
2748 Harrison 38.2 Bottom 25% 83Medium
2816 Henry 37.2 Bottom 25% 68Medium
2818 Columbiana 37.2 Bottom 25% 82High
2907 Tuscarawas 35.7 Bottom 25% 81High
2933 Seneca 35.2 Bottom 25% 85Medium
3012 Defiance 33.3 Bottom 25% 84Medium
3041 Sandusky 32.5 Bottom 25% 87Medium
3045 Ashland 32.3 Bottom 25% 86Medium
3089 Huron 30.6 Bottom 25% 88High
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