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 43.3 (25th–50th, national)Allegheny — CAERI 64.1 (Top 10%, national)Armstrong — CAERI 41.4 (Bottom 25%, national)Beaver — CAERI 51.8 (50th–75th, national)Bedford — CAERI 38.6 (Bottom 25%, national)Berks — CAERI 40.5 (Bottom 25%, national)Blair — CAERI 50.4 (50th–75th, national)Bradford — CAERI 45.8 (25th–50th, national)Bucks — CAERI 57.1 (50th–75th, national)Butler — CAERI 55.2 (50th–75th, national)Cambria — CAERI 42.2 (Bottom 25%, national)Cameron — CAERI 53.8 (50th–75th, national)Carbon — CAERI 49.2 (25th–50th, national)Centre — CAERI 61.6 (75th–90th, national)Chester — CAERI 59.2 (75th–90th, national)Clarion — CAERI 43.7 (25th–50th, national)Clearfield — CAERI 35.5 (Bottom 25%, national)Clinton — CAERI 41.0 (Bottom 25%, national)Columbia — CAERI 34.8 (Bottom 25%, national)Crawford — CAERI 37.2 (Bottom 25%, national)Cumberland — CAERI 53.2 (50th–75th, national)Dauphin — CAERI 48.4 (25th–50th, national)Delaware — CAERI 56.1 (50th–75th, national)Elk — CAERI 39.6 (Bottom 25%, national)Erie — CAERI 45.9 (25th–50th, national)Fayette — CAERI 44.5 (25th–50th, national)Forest — CAERI 43.4 (25th–50th, national)Franklin — CAERI 45.9 (25th–50th, national)Fulton — CAERI 38.5 (Bottom 25%, national)Greene — CAERI 50.0 (50th–75th, national)Huntingdon — CAERI 49.1 (25th–50th, national)Indiana — CAERI 43.0 (25th–50th, national)Jefferson — CAERI 33.6 (Bottom 25%, national)Juniata — CAERI 46.8 (25th–50th, national)Lackawanna — CAERI 45.6 (25th–50th, national)Lancaster — CAERI 44.7 (25th–50th, national)Lawrence — CAERI 60.4 (75th–90th, national)Lebanon — CAERI 46.7 (25th–50th, national)Lehigh — CAERI 51.6 (50th–75th, national)Luzerne — CAERI 43.8 (25th–50th, national)Lycoming — CAERI 47.0 (25th–50th, national)McKean — CAERI 38.6 (Bottom 25%, national)Mercer — CAERI 42.2 (Bottom 25%, national)Mifflin — CAERI 36.5 (Bottom 25%, national)Monroe — CAERI 43.3 (25th–50th, national)Montgomery — CAERI 58.6 (75th–90th, national)Montour — CAERI 49.3 (25th–50th, national)Northampton — CAERI 42.3 (Bottom 25%, national)Northumberland — CAERI 33.4 (Bottom 25%, national)Perry — CAERI 59.8 (75th–90th, national)Philadelphia — CAERI 68.5 (Top 10%, national)Pike — CAERI 54.1 (50th–75th, national)Potter — CAERI 46.9 (25th–50th, national)Schuylkill — CAERI 32.4 (Bottom 25%, national)Snyder — CAERI 43.0 (25th–50th, national)Somerset — CAERI 40.2 (Bottom 25%, national)Sullivan — CAERI 43.8 (25th–50th, national)Susquehanna — CAERI 33.8 (Bottom 25%, national)Tioga — CAERI 39.3 (Bottom 25%, national)Union — CAERI 48.8 (25th–50th, national)Venango — CAERI 36.3 (Bottom 25%, national)Warren — CAERI 33.6 (Bottom 25%, national)Washington — CAERI 50.5 (50th–75th, national)Wayne — CAERI 39.6 (Bottom 25%, national)Westmoreland — CAERI 49.4 (25th–50th, national)Wyoming — CAERI 30.1 (Bottom 25%, national)York — CAERI 43.4 (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 / equivalent CAERINat'l band State rankConfidence
101 Philadelphia 68.5 Top 10% 1High
288 Allegheny 64.1 Top 10% 3High
450 Centre 61.6 75th–90th 2Medium
537 Lawrence 60.4 75th–90th 5High
578 Perry 59.8 75th–90th 6High
625 Chester 59.2 75th–90th 4Medium
680 Montgomery 58.6 75th–90th 7High
808 Bucks 57.1 50th–75th 8High
907 Delaware 56.1 50th–75th 15High
988 Butler 55.2 50th–75th 14High
1116 Pike 54.1 50th–75th 17Medium
1140 Cameron 53.8 50th–75th 18Medium
1195 Cumberland 53.2 50th–75th 12High
1333 Beaver 51.8 50th–75th 13High
1359 Lehigh 51.6 50th–75th 11High
1474 Washington 50.5 50th–75th 16High
1491 Blair 50.4 50th–75th 9High
1548 Greene 50.0 50th–75th 33Medium
1610 Westmoreland 49.4 25th–50th 25High
1617 Montour 49.3 25th–50th 21Medium
1623 Carbon 49.2 25th–50th 20High
1641 Huntingdon 49.1 25th–50th 10Medium
1662 Union 48.8 25th–50th 24Medium
1722 Dauphin 48.4 25th–50th 22High
1869 Lycoming 47.0 25th–50th 34High
1872 Potter 46.9 25th–50th 19Low
1883 Juniata 46.8 25th–50th 35High
1894 Lebanon 46.7 25th–50th 32High
1999 Erie 45.9 25th–50th 23High
2000 Franklin 45.9 25th–50th 37High
2002 Bradford 45.8 25th–50th 28High
2022 Lackawanna 45.6 25th–50th 26High
2126 Lancaster 44.7 25th–50th 41High
2142 Fayette 44.5 25th–50th 27High
2212 Luzerne 43.8 25th–50th 31High
2217 Sullivan 43.8 25th–50th 45Low
2231 Clarion 43.7 25th–50th 36High
2263 Forest 43.4 25th–50th 43Low
2267 York 43.4 25th–50th 53High
2279 Adams 43.3 25th–50th 44High
2281 Monroe 43.3 25th–50th 38High
2310 Indiana 43.0 25th–50th 39High
2311 Snyder 43.0 25th–50th 30High
2376 Northampton 42.3 Bottom 25% 49High
2380 Mercer 42.2 Bottom 25% 29High
2384 Cambria 42.2 Bottom 25% 40High
2454 Armstrong 41.4 Bottom 25% 48High
2502 Clinton 41.0 Bottom 25% 46Medium
2538 Berks 40.5 Bottom 25% 60High
2565 Somerset 40.2 Bottom 25% 42High
2615 Wayne 39.6 Bottom 25% 47Medium
2617 Elk 39.6 Bottom 25% 54High
2638 Tioga 39.3 Bottom 25% 51Medium
2697 Bedford 38.6 Bottom 25% 52High
2699 McKean 38.6 Bottom 25% 55Medium
2708 Fulton 38.5 Bottom 25% 50Medium
2801 Crawford 37.2 Bottom 25% 57High
2850 Mifflin 36.5 Bottom 25% 62High
2855 Venango 36.3 Bottom 25% 58Medium
2900 Clearfield 35.5 Bottom 25% 59High
2946 Columbia 34.8 Bottom 25% 56High
2995 Susquehanna 33.8 Bottom 25% 65Medium
3001 Warren 33.6 Bottom 25% 63Medium
3002 Jefferson 33.6 Bottom 25% 61High
3009 Northumberland 33.4 Bottom 25% 64High
3047 Schuylkill 32.4 Bottom 25% 66High
3101 Wyoming 30.1 Bottom 25% 67Medium
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