STRATAHELM · COMMUNITY AI EXPOSURE & RESILIENCE INDEX

Pennsylvania — AI workforce exposure by county

CAERI National › Pennsylvania · 67 counties

Every one of Pennsylvania's 67 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 41.8 (Bottom 25%, national)Allegheny — CAERI 64.1 (Top 10%, national)Armstrong — CAERI 40.0 (Bottom 25%, national)Beaver — CAERI 53.2 (50th–75th, national)Bedford — CAERI 39.0 (Bottom 25%, national)Berks — CAERI 41.9 (Bottom 25%, national)Blair — CAERI 50.1 (50th–75th, national)Bradford — CAERI 47.1 (25th–50th, national)Bucks — CAERI 56.8 (50th–75th, national)Butler — CAERI 54.4 (50th–75th, national)Cambria — CAERI 40.5 (Bottom 25%, national)Cameron — CAERI 48.2 (25th–50th, national)Carbon — CAERI 48.7 (25th–50th, national)Centre — CAERI 61.2 (75th–90th, national)Chester — CAERI 59.2 (75th–90th, national)Clarion — CAERI 44.7 (25th–50th, national)Clearfield — CAERI 35.8 (Bottom 25%, national)Clinton — CAERI 42.6 (25th–50th, national)Columbia — CAERI 36.0 (Bottom 25%, national)Crawford — CAERI 38.1 (Bottom 25%, national)Cumberland — CAERI 53.0 (50th–75th, national)Dauphin — CAERI 48.8 (25th–50th, national)Delaware — CAERI 56.1 (50th–75th, national)Elk — CAERI 40.1 (Bottom 25%, national)Erie — CAERI 47.3 (25th–50th, national)Fayette — CAERI 47.4 (25th–50th, national)Forest — CAERI 46.1 (25th–50th, national)Franklin — CAERI 44.6 (25th–50th, national)Fulton — CAERI 41.0 (Bottom 25%, national)Greene — CAERI 51.0 (50th–75th, national)Huntingdon — CAERI 46.6 (25th–50th, national)Indiana — CAERI 46.2 (25th–50th, national)Jefferson — CAERI 33.9 (Bottom 25%, national)Juniata — CAERI 46.0 (25th–50th, national)Lackawanna — CAERI 45.2 (25th–50th, national)Lancaster — CAERI 44.9 (25th–50th, national)Lawrence — CAERI 60.5 (75th–90th, national)Lebanon — CAERI 49.9 (50th–75th, national)Lehigh — CAERI 52.0 (50th–75th, national)Luzerne — CAERI 44.7 (25th–50th, national)Lycoming — CAERI 47.0 (25th–50th, national)McKean — CAERI 39.8 (Bottom 25%, national)Mercer — CAERI 46.6 (25th–50th, national)Mifflin — CAERI 35.0 (Bottom 25%, national)Monroe — CAERI 44.4 (25th–50th, national)Montgomery — CAERI 58.6 (75th–90th, national)Montour — CAERI 51.5 (50th–75th, national)Northampton — CAERI 43.0 (25th–50th, national)Northumberland — CAERI 33.0 (Bottom 25%, national)Perry — CAERI 61.0 (75th–90th, national)Philadelphia — CAERI 68.8 (Top 10%, national)Pike — CAERI 56.7 (50th–75th, national)Potter — CAERI 48.9 (25th–50th, national)Schuylkill — CAERI 32.1 (Bottom 25%, national)Snyder — CAERI 43.2 (25th–50th, national)Somerset — CAERI 39.7 (Bottom 25%, national)Sullivan — CAERI 40.1 (Bottom 25%, national)Susquehanna — CAERI 34.9 (Bottom 25%, national)Tioga — CAERI 41.4 (Bottom 25%, national)Union — CAERI 50.2 (50th–75th, national)Venango — CAERI 39.6 (Bottom 25%, national)Warren — CAERI 32.6 (Bottom 25%, national)Washington — CAERI 51.3 (50th–75th, national)Wayne — CAERI 40.3 (Bottom 25%, national)Westmoreland — CAERI 49.7 (25th–50th, national)Wyoming — CAERI 30.6 (Bottom 25%, national)York — CAERI 43.1 (25th–50th, 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
92 Philadelphia 68.8 Top 10% 1High
283 Allegheny 64.1 Top 10% 2High
461 Centre 61.2 75th–90th 3Medium
477 Perry 61.0 75th–90th 5High
518 Lawrence 60.5 75th–90th 6High
623 Chester 59.2 75th–90th 4Medium
666 Montgomery 58.6 75th–90th 7High
840 Bucks 56.8 50th–75th 8High
844 Pike 56.7 50th–75th 11Medium
896 Delaware 56.1 50th–75th 16High
1067 Butler 54.4 50th–75th 14High
1176 Beaver 53.2 50th–75th 10High
1193 Cumberland 53.0 50th–75th 13High
1308 Lehigh 52.0 50th–75th 9High
1368 Montour 51.5 50th–75th 22Medium
1388 Washington 51.3 50th–75th 17High
1435 Greene 51.0 50th–75th 28Medium
1529 Union 50.2 50th–75th 26Medium
1541 Blair 50.1 50th–75th 12High
1566 Lebanon 49.9 50th–75th 19High
1587 Westmoreland 49.7 25th–50th 29High
1662 Potter 48.9 25th–50th 18Low
1672 Dauphin 48.8 25th–50th 25High
1685 Carbon 48.7 25th–50th 27High
1726 Cameron 48.2 25th–50th 40Medium
1804 Fayette 47.4 25th–50th 20High
1823 Erie 47.3 25th–50th 24High
1841 Bradford 47.1 25th–50th 23High
1851 Lycoming 47.0 25th–50th 32High
1909 Mercer 46.6 25th–50th 21High
1919 Huntingdon 46.6 25th–50th 15Medium
1971 Indiana 46.2 25th–50th 31High
1978 Forest 46.1 25th–50th 36Low
1996 Juniata 46.0 25th–50th 37High
2067 Lackawanna 45.2 25th–50th 34High
2100 Lancaster 44.9 25th–50th 42High
2123 Clarion 44.7 25th–50th 35High
2126 Luzerne 44.7 25th–50th 33High
2140 Franklin 44.6 25th–50th 47High
2165 Monroe 44.4 25th–50th 38Medium
2281 Snyder 43.2 25th–50th 30High
2300 York 43.1 25th–50th 58High
2304 Northampton 43.0 25th–50th 44High
2348 Clinton 42.6 25th–50th 39Medium
2421 Berks 41.9 Bottom 25% 61High
2431 Adams 41.8 Bottom 25% 45High
2484 Tioga 41.4 Bottom 25% 46Medium
2513 Fulton 41.0 Bottom 25% 41Medium
2561 Cambria 40.5 Bottom 25% 48High
2577 Wayne 40.3 Bottom 25% 50High
2595 Elk 40.1 Bottom 25% 54High
2602 Sullivan 40.1 Bottom 25% 55Medium
2604 Armstrong 40.0 Bottom 25% 53High
2619 McKean 39.8 Bottom 25% 52Medium
2628 Somerset 39.7 Bottom 25% 43High
2639 Venango 39.6 Bottom 25% 51High
2688 Bedford 39.0 Bottom 25% 49High
2750 Crawford 38.1 Bottom 25% 56High
2894 Columbia 36.0 Bottom 25% 57High
2905 Clearfield 35.8 Bottom 25% 59High
2944 Mifflin 35.0 Bottom 25% 64High
2951 Susquehanna 34.9 Bottom 25% 63Medium
2993 Jefferson 33.9 Bottom 25% 60High
3024 Northumberland 33.0 Bottom 25% 65High
3036 Warren 32.6 Bottom 25% 62Medium
3053 Schuylkill 32.1 Bottom 25% 66High
3090 Wyoming 30.6 Bottom 25% 67Medium
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