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Kentucky — AI workforce exposure by county

CAERI National › Kentucky · 120 counties

Every one of Kentucky's 120 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

Adair — CAERI 45.8 (25th–50th, national)Allen — CAERI 56.9 (50th–75th, national)Anderson — CAERI 60.7 (75th–90th, national)Ballard — CAERI 54.7 (50th–75th, national)Barren — CAERI 49.5 (25th–50th, national)Bath — CAERI 42.2 (Bottom 25%, national)Bell — CAERI 59.3 (75th–90th, national)Boone — CAERI 57.9 (75th–90th, national)Bourbon — CAERI 54.9 (50th–75th, national)Boyd — CAERI 41.9 (Bottom 25%, national)Boyle — CAERI 53.2 (50th–75th, national)Bracken — CAERI 38.9 (Bottom 25%, national)Breathitt — CAERI 57.5 (75th–90th, national)Breckinridge — CAERI 50.9 (50th–75th, national)Bullitt — CAERI 60.3 (75th–90th, national)Butler — CAERI 52.4 (50th–75th, national)Caldwell — CAERI 41.2 (Bottom 25%, national)Calloway — CAERI 49.9 (25th–50th, national)Campbell — CAERI 62.3 (75th–90th, national)Carlisle — CAERI 42.2 (Bottom 25%, national)Carroll — CAERI 37.1 (Bottom 25%, national)Carter — CAERI 51.7 (50th–75th, national)Casey — CAERI 50.1 (50th–75th, national)Christian — CAERI 46.9 (25th–50th, national)Clark — CAERI 63.6 (Top 10%, national)Clay — CAERI 62.5 (75th–90th, national)Clinton — CAERI 45.6 (25th–50th, national)Crittenden — CAERI 35.9 (Bottom 25%, national)Cumberland — CAERI 44.9 (25th–50th, national)Daviess — CAERI 42.9 (25th–50th, national)Edmonson — CAERI 52.0 (50th–75th, national)Elliott — CAERI 61.1 (75th–90th, national)Estill — CAERI 57.9 (75th–90th, national)Fayette — CAERI 62.4 (75th–90th, national)Fleming — CAERI 38.3 (Bottom 25%, national)Floyd — CAERI 61.9 (75th–90th, national)Franklin — CAERI 60.3 (75th–90th, national)Fulton — CAERI 39.3 (Bottom 25%, national)Gallatin — CAERI 31.8 (Bottom 25%, national)Garrard — CAERI 50.7 (50th–75th, national)Grant — CAERI 50.0 (50th–75th, national)Graves — CAERI 55.1 (50th–75th, national)Grayson — CAERI 49.1 (25th–50th, national)Green — CAERI 54.3 (50th–75th, national)Greenup — CAERI 53.5 (50th–75th, national)Hancock — CAERI 45.6 (25th–50th, national)Hardin — CAERI 55.3 (50th–75th, national)Harlan — CAERI 55.8 (50th–75th, national)Harrison — CAERI 50.4 (50th–75th, national)Hart — CAERI 35.5 (Bottom 25%, national)Henderson — CAERI 36.9 (Bottom 25%, national)Henry — CAERI 56.8 (50th–75th, national)Hickman — CAERI 67.4 (Top 10%, national)Hopkins — CAERI 38.9 (Bottom 25%, national)Jackson — CAERI 49.0 (25th–50th, national)Jefferson — CAERI 56.2 (50th–75th, national)Jessamine — CAERI 53.9 (50th–75th, national)Johnson — CAERI 47.2 (25th–50th, national)Kenton — CAERI 57.5 (75th–90th, national)Knott — CAERI 42.9 (25th–50th, national)Knox — CAERI 53.2 (50th–75th, national)Larue — CAERI 58.4 (75th–90th, national)Laurel — CAERI 58.4 (75th–90th, national)Lawrence — CAERI 65.4 (Top 10%, national)Lee — CAERI 44.4 (25th–50th, national)Leslie — CAERI 37.4 (Bottom 25%, national)Letcher — CAERI 50.2 (50th–75th, national)Lewis — CAERI 47.8 (25th–50th, national)Lincoln — CAERI 48.8 (25th–50th, national)Livingston — CAERI 46.8 (25th–50th, national)Logan — CAERI 41.5 (Bottom 25%, national)Lyon — CAERI 43.3 (25th–50th, national)McCracken — CAERI 51.4 (50th–75th, national)McCreary — CAERI 66.4 (Top 10%, national)McLean — CAERI 43.7 (25th–50th, national)Madison — CAERI 55.7 (50th–75th, national)Magoffin — CAERI 57.5 (75th–90th, national)Marion — CAERI 48.8 (25th–50th, national)Marshall — CAERI 43.3 (25th–50th, national)Martin — CAERI 62.8 (75th–90th, national)Mason — CAERI 41.2 (Bottom 25%, national)Meade — CAERI 63.8 (Top 10%, national)Menifee — CAERI 40.3 (Bottom 25%, national)Mercer — CAERI 42.5 (Bottom 25%, national)Metcalfe — CAERI 41.5 (Bottom 25%, national)Monroe — CAERI 47.5 (25th–50th, national)Montgomery — CAERI 47.9 (25th–50th, national)Morgan — CAERI 60.8 (75th–90th, national)Muhlenberg — CAERI 43.5 (25th–50th, national)Nelson — CAERI 52.3 (50th–75th, national)Nicholas — CAERI 53.0 (50th–75th, national)Ohio — CAERI 37.4 (Bottom 25%, national)Oldham — CAERI 65.8 (Top 10%, national)Owen — CAERI 40.9 (Bottom 25%, national)Owsley — CAERI 55.4 (50th–75th, national)Pendleton — CAERI 40.4 (Bottom 25%, national)Perry — CAERI 55.5 (50th–75th, national)Pike — CAERI 50.5 (50th–75th, national)Powell — CAERI 48.8 (25th–50th, national)Pulaski — CAERI 55.6 (50th–75th, national)Robertson — CAERI 62.5 (75th–90th, national)Rockcastle — CAERI 71.5 (Top 10%, national)Rowan — CAERI 48.3 (25th–50th, national)Russell — CAERI 43.2 (25th–50th, national)Scott — CAERI 49.0 (25th–50th, national)Shelby — CAERI 58.6 (75th–90th, national)Simpson — CAERI 53.3 (50th–75th, national)Spencer — CAERI 57.8 (75th–90th, national)Taylor — CAERI 44.5 (25th–50th, national)Todd — CAERI 45.1 (25th–50th, national)Trigg — CAERI 49.3 (25th–50th, national)Trimble — CAERI 45.5 (25th–50th, national)Union — CAERI 39.6 (Bottom 25%, national)Warren — CAERI 50.3 (50th–75th, national)Washington — CAERI 62.1 (75th–90th, national)Wayne — CAERI 57.9 (75th–90th, national)Webster — CAERI 40.2 (Bottom 25%, national)Whitley — CAERI 53.7 (50th–75th, national)Wolfe — CAERI 35.9 (Bottom 25%, national)Woodford — CAERI 55.3 (50th–75th, 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
50 Rockcastle 71.5 Top 10% 1Low
130 Hickman 67.4 Top 10% 6Low
163 McCreary 66.4 Top 10% 2Low
189 Oldham 65.8 Top 10% 3Medium
210 Lawrence 65.4 Top 10% 4Low
294 Meade 63.8 Top 10% 9Medium
301 Clark 63.6 Top 10% 11Medium
343 Martin 62.8 75th–90th 7Low
361 Robertson 62.5 75th–90th 5Low
363 Clay 62.5 75th–90th 14Low
373 Fayette 62.4 75th–90th 13Medium
382 Campbell 62.3 75th–90th 16Medium
386 Washington 62.1 75th–90th 10Low
404 Floyd 61.9 75th–90th 18Medium
468 Elliott 61.1 75th–90th 12Low
489 Morgan 60.8 75th–90th 8Low
504 Anderson 60.7 75th–90th 21Low
537 Bullitt 60.3 75th–90th 20High
540 Franklin 60.3 75th–90th 26Medium
607 Bell 59.3 75th–90th 15Medium
667 Shelby 58.6 75th–90th 17Medium
683 Larue 58.4 75th–90th 30Low
686 Laurel 58.4 75th–90th 19Medium
732 Estill 57.9 75th–90th 29Low
736 Boone 57.9 75th–90th 23Medium
738 Wayne 57.9 75th–90th 31Low
741 Spencer 57.8 75th–90th 25Medium
769 Magoffin 57.5 75th–90th 27Low
771 Breathitt 57.5 75th–90th 38Low
774 Kenton 57.5 75th–90th 47Medium
831 Allen 56.9 50th–75th 35Medium
835 Henry 56.8 50th–75th 34Low
888 Jefferson 56.2 50th–75th 32High
918 Harlan 55.8 50th–75th 39Medium
937 Madison 55.7 50th–75th 24Medium
944 Pulaski 55.6 50th–75th 46Medium
951 Perry 55.5 50th–75th 33Medium
961 Owsley 55.4 50th–75th 40Low
974 Woodford 55.3 50th–75th 22Medium
981 Hardin 55.3 50th–75th 41Medium
996 Graves 55.1 50th–75th 43Medium
1027 Bourbon 54.9 50th–75th 28Low
1046 Ballard 54.7 50th–75th 56Low
1070 Green 54.3 50th–75th 45Low
1119 Jessamine 53.9 50th–75th 36Medium
1141 Whitley 53.7 50th–75th 44Medium
1145 Greenup 53.5 50th–75th 53Medium
1165 Simpson 53.3 50th–75th 58Medium
1175 Boyle 53.2 50th–75th 37Medium
1177 Knox 53.2 50th–75th 49Medium
1199 Nicholas 53.0 50th–75th 57Low
1263 Butler 52.4 50th–75th 51Medium
1272 Nelson 52.3 50th–75th 62Medium
1307 Edmonson 52.0 50th–75th 60Medium
1340 Carter 51.7 50th–75th 54Medium
1384 McCracken 51.4 50th–75th 48Medium
1440 Breckinridge 50.9 50th–75th 65Medium
1462 Garrard 50.7 50th–75th 74Low
1489 Pike 50.5 50th–75th 61Medium
1498 Harrison 50.4 50th–75th 42Low
1527 Warren 50.3 50th–75th 52Medium
1530 Letcher 50.2 50th–75th 67Medium
1544 Casey 50.1 50th–75th 66Medium
1558 Grant 50.0 50th–75th 81Medium
1572 Calloway 49.9 25th–50th 50Medium
1608 Barren 49.5 25th–50th 73Medium
1621 Trigg 49.3 25th–50th 72Low
1645 Grayson 49.1 25th–50th 69Medium
1649 Jackson 49.0 25th–50th 68Medium
1653 Scott 49.0 25th–50th 55Medium
1670 Marion 48.8 25th–50th 75Medium
1675 Lincoln 48.8 25th–50th 70Low
1681 Powell 48.8 25th–50th 83Low
1718 Rowan 48.3 25th–50th 59Medium
1757 Montgomery 47.9 25th–50th 64Medium
1765 Lewis 47.8 25th–50th 71Low
1802 Monroe 47.5 25th–50th 63Low
1829 Johnson 47.2 25th–50th 85Medium
1870 Christian 46.9 25th–50th 77Medium
1880 Livingston 46.8 25th–50th 84Medium
2015 Adair 45.8 25th–50th 79Medium
2024 Clinton 45.6 25th–50th 80Medium
2032 Hancock 45.6 25th–50th 89Medium
2036 Trimble 45.5 25th–50th 87Medium
2078 Todd 45.1 25th–50th 91Medium
2103 Cumberland 44.9 25th–50th 88Low
2150 Taylor 44.5 25th–50th 76Medium
2167 Lee 44.4 25th–50th 78Medium
2226 McLean 43.7 25th–50th 102Low
2253 Muhlenberg 43.5 25th–50th 98Medium
2267 Marshall 43.3 25th–50th 93Medium
2270 Lyon 43.3 25th–50th 103Medium
2283 Russell 43.2 25th–50th 86Medium
2312 Knott 42.9 25th–50th 100Low
2313 Daviess 42.9 25th–50th 90Medium
2358 Mercer 42.5 Bottom 25% 82Low
2391 Bath 42.2 Bottom 25% 96Low
2392 Carlisle 42.2 Bottom 25% 99Low
2418 Boyd 41.9 Bottom 25% 104Medium
2472 Logan 41.5 Bottom 25% 92Medium
2473 Metcalfe 41.5 Bottom 25% 97Low
2492 Mason 41.2 Bottom 25% 94Medium
2500 Caldwell 41.2 Bottom 25% 95Low
2531 Owen 40.9 Bottom 25% 107Medium
2572 Pendleton 40.4 Bottom 25% 114Medium
2579 Menifee 40.3 Bottom 25% 101Low
2592 Webster 40.2 Bottom 25% 115Medium
2637 Union 39.6 Bottom 25% 109Medium
2672 Fulton 39.3 Bottom 25% 106Low
2701 Hopkins 38.9 Bottom 25% 105Medium
2703 Bracken 38.9 Bottom 25% 108Low
2739 Fleming 38.3 Bottom 25% 110Low
2799 Leslie 37.4 Bottom 25% 113Low
2803 Ohio 37.4 Bottom 25% 111Medium
2827 Carroll 37.1 Bottom 25% 116Medium
2842 Henderson 36.9 Bottom 25% 119Medium
2899 Crittenden 35.9 Bottom 25% 118Medium
2900 Wolfe 35.9 Bottom 25% 117Medium
2917 Hart 35.5 Bottom 25% 112Medium
3063 Gallatin 31.8 Bottom 25% 120Medium
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