STRATAHELM · COMMUNITY AI EXPOSURE & RESILIENCE INDEX

Minnesota — AI workforce exposure by county

CAERI National › Minnesota · 87 counties

Every one of Minnesota's 87 counties is scored on the Community AI Exposure & Resilience Index. Minnesota is a fully published state: county pages carry a researched, state-specific fiscal-transmission analysis alongside the core index. Click any county — on the map or in the table — for its full profile.

Counties by national percentile band

Aitkin — CAERI 34.3 (Bottom 25%, national)Anoka — CAERI 50.3 (50th–75th, national)Becker — CAERI 38.4 (Bottom 25%, national)Beltrami — CAERI 37.8 (Bottom 25%, national)Benton — CAERI 44.3 (25th–50th, national)Big Stone — CAERI 31.4 (Bottom 25%, national)Blue Earth — CAERI 41.2 (Bottom 25%, national)Brown — CAERI 32.7 (Bottom 25%, national)Carlton — CAERI 38.2 (Bottom 25%, national)Carver — CAERI 52.5 (50th–75th, national)Cass — CAERI 45.9 (25th–50th, national)Chippewa — CAERI 38.7 (Bottom 25%, national)Chisago — CAERI 48.0 (25th–50th, national)Clay — CAERI 51.8 (50th–75th, national)Clearwater — CAERI 34.7 (Bottom 25%, national)Cook — CAERI 44.0 (25th–50th, national)Cottonwood — CAERI 43.0 (25th–50th, national)Crow Wing — CAERI 38.5 (Bottom 25%, national)Dakota — CAERI 46.1 (25th–50th, national)Dodge — CAERI 50.2 (50th–75th, national)Douglas — CAERI 34.9 (Bottom 25%, national)Faribault — CAERI 39.7 (Bottom 25%, national)Fillmore — CAERI 51.8 (50th–75th, national)Freeborn — CAERI 34.9 (Bottom 25%, national)Goodhue — CAERI 34.4 (Bottom 25%, national)Grant — CAERI 29.3 (Bottom 25%, national)Hennepin — CAERI 55.8 (50th–75th, national)Houston — CAERI 51.6 (50th–75th, national)Hubbard — CAERI 45.7 (25th–50th, national)Isanti — CAERI 45.0 (25th–50th, national)Itasca — CAERI 36.1 (Bottom 25%, national)Jackson — CAERI 39.4 (Bottom 25%, national)Kanabec — CAERI 34.3 (Bottom 25%, national)Kandiyohi — CAERI 33.0 (Bottom 25%, national)Kittson — CAERI 34.8 (Bottom 25%, national)Koochiching — CAERI 31.2 (Bottom 25%, national)Lac qui Parle — CAERI 30.1 (Bottom 25%, national)Lake — CAERI 39.5 (Bottom 25%, national)Lake of the Woods — CAERI 35.3 (Bottom 25%, national)Le Sueur — CAERI 54.8 (50th–75th, national)Lincoln — CAERI 26.9 (Bottom 25%, national)Lyon — CAERI 44.7 (25th–50th, national)McLeod — CAERI 35.9 (Bottom 25%, national)Mahnomen — CAERI 50.4 (50th–75th, national)Marshall — CAERI 48.1 (25th–50th, national)Martin — CAERI 50.0 (50th–75th, national)Meeker — CAERI 31.9 (Bottom 25%, national)Mille Lacs — CAERI 32.0 (Bottom 25%, national)Morrison — CAERI 34.1 (Bottom 25%, national)Mower — CAERI 36.6 (Bottom 25%, national)Murray — CAERI 31.4 (Bottom 25%, national)Nicollet — CAERI 46.4 (25th–50th, national)Nobles — CAERI 31.3 (Bottom 25%, national)Norman — CAERI 36.7 (Bottom 25%, national)Olmsted — CAERI 65.8 (Top 10%, national)Otter Tail — CAERI 30.7 (Bottom 25%, national)Pennington — CAERI 38.0 (Bottom 25%, national)Pine — CAERI 38.5 (Bottom 25%, national)Pipestone — CAERI 41.5 (Bottom 25%, national)Polk — CAERI 43.0 (25th–50th, national)Pope — CAERI 55.4 (50th–75th, national)Ramsey — CAERI 53.3 (50th–75th, national)Red Lake — CAERI 38.5 (Bottom 25%, national)Redwood — CAERI 39.6 (Bottom 25%, national)Renville — CAERI 37.0 (Bottom 25%, national)Rice — CAERI 39.1 (Bottom 25%, national)Rock — CAERI 42.4 (Bottom 25%, national)Roseau — CAERI 46.2 (25th–50th, national)St. Louis — CAERI 41.2 (Bottom 25%, national)Scott — CAERI 56.4 (50th–75th, national)Sherburne — CAERI 48.1 (25th–50th, national)Sibley — CAERI 29.2 (Bottom 25%, national)Stearns — CAERI 38.4 (Bottom 25%, national)Steele — CAERI 45.6 (25th–50th, national)Stevens — CAERI 36.8 (Bottom 25%, national)Swift — CAERI 45.1 (25th–50th, national)Todd — CAERI 47.4 (25th–50th, national)Traverse — CAERI 31.9 (Bottom 25%, national)Wabasha — CAERI 50.8 (50th–75th, national)Wadena — CAERI 33.0 (Bottom 25%, national)Waseca — CAERI 42.8 (25th–50th, national)Washington — CAERI 51.5 (50th–75th, national)Watonwan — CAERI 43.7 (25th–50th, national)Wilkin — CAERI 41.2 (Bottom 25%, national)Winona — CAERI 56.7 (50th–75th, national)Wright — CAERI 50.7 (50th–75th, national)Yellow Medicine — CAERI 50.3 (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 / equivalent CAERINat'l band State rankConfidence
198 Olmsted 65.8 Top 10% 1High
847 Winona 56.7 50th–75th 2Medium
872 Scott 56.4 50th–75th 3Medium
932 Hennepin 55.8 50th–75th 4High
969 Pope 55.4 50th–75th 10Medium
1037 Le Sueur 54.8 50th–75th 11Medium
1180 Ramsey 53.3 50th–75th 6High
1269 Carver 52.5 50th–75th 20Medium
1335 Fillmore 51.8 50th–75th 5Medium
1337 Clay 51.8 50th–75th 13High
1367 Houston 51.6 50th–75th 7Medium
1374 Washington 51.5 50th–75th 19Medium
1456 Wabasha 50.8 50th–75th 12Medium
1462 Wright 50.7 50th–75th 21High
1496 Mahnomen 50.4 50th–75th 25Low
1500 Yellow Medicine 50.3 50th–75th 16Medium
1510 Anoka 50.3 50th–75th 18High
1511 Dodge 50.2 50th–75th 14Medium
1546 Martin 50.0 50th–75th 8Medium
1744 Sherburne 48.1 25th–50th 17High
1750 Marshall 48.1 25th–50th 15Medium
1762 Chisago 48.0 25th–50th 9High
1824 Todd 47.4 25th–50th 39Medium
1928 Nicollet 46.4 25th–50th 34Medium
1953 Roseau 46.2 25th–50th 31Medium
1974 Dakota 46.1 25th–50th 45High
1996 Cass 45.9 25th–50th 26Medium
2020 Hubbard 45.7 25th–50th 23Medium
2026 Steele 45.6 25th–50th 24Medium
2080 Swift 45.1 25th–50th 35Medium
2100 Isanti 45.0 25th–50th 22High
2123 Lyon 44.7 25th–50th 29Medium
2173 Benton 44.3 25th–50th 27High
2200 Cook 44.0 25th–50th 41Low
2240 Watonwan 43.7 25th–50th 54Medium
2306 Polk 43.0 25th–50th 28Medium
2309 Cottonwood 43.0 25th–50th 46Medium
2334 Waseca 42.8 25th–50th 32Medium
2369 Rock 42.4 Bottom 25% 40Low
2442 Pipestone 41.5 Bottom 25% 33Medium
2475 Blue Earth 41.2 Bottom 25% 36High
2479 Wilkin 41.2 Bottom 25% 37Medium
2480 St. Louis 41.2 Bottom 25% 30High
2609 Faribault 39.7 Bottom 25% 43Medium
2623 Redwood 39.6 Bottom 25% 51Medium
2627 Lake 39.5 Bottom 25% 57Medium
2631 Jackson 39.4 Bottom 25% 50Medium
2652 Rice 39.1 Bottom 25% 47Medium
2688 Chippewa 38.7 Bottom 25% 52Medium
2703 Pine 38.5 Bottom 25% 61High
2709 Red Lake 38.5 Bottom 25% 55Low
2712 Crow Wing 38.5 Bottom 25% 42High
2714 Stearns 38.4 Bottom 25% 49High
2722 Becker 38.4 Bottom 25% 44Medium
2736 Carlton 38.2 Bottom 25% 38Medium
2751 Pennington 38.0 Bottom 25% 58Medium
2765 Beltrami 37.8 Bottom 25% 48Medium
2814 Renville 37.0 Bottom 25% 73Medium
2823 Stevens 36.8 Bottom 25% 62Medium
2837 Norman 36.7 Bottom 25% 60Low
2841 Mower 36.6 Bottom 25% 53High
2869 Itasca 36.1 Bottom 25% 69High
2872 McLeod 35.9 Bottom 25% 56High
2917 Lake of the Woods 35.3 Bottom 25% 84Medium
2940 Freeborn 34.9 Bottom 25% 59Medium
2941 Douglas 34.9 Bottom 25% 66Medium
2945 Kittson 34.8 Bottom 25% 67Low
2950 Clearwater 34.7 Bottom 25% 76Medium
2963 Goodhue 34.4 Bottom 25% 63High
2967 Kanabec 34.3 Bottom 25% 71Medium
2969 Aitkin 34.3 Bottom 25% 65Medium
2980 Morrison 34.1 Bottom 25% 64High
3026 Kandiyohi 33.0 Bottom 25% 72High
3029 Wadena 33.0 Bottom 25% 70Medium
3037 Brown 32.7 Bottom 25% 68Medium
3056 Mille Lacs 32.0 Bottom 25% 77High
3059 Traverse 31.9 Bottom 25% 82Low
3061 Meeker 31.9 Bottom 25% 83Medium
3076 Murray 31.4 Bottom 25% 81Medium
3077 Big Stone 31.4 Bottom 25% 80Low
3079 Nobles 31.3 Bottom 25% 74Medium
3082 Koochiching 31.2 Bottom 25% 75Medium
3095 Otter Tail 30.7 Bottom 25% 78Medium
3102 Lac qui Parle 30.1 Bottom 25% 79Low
3114 Grant 29.3 Bottom 25% 86Medium
3115 Sibley 29.2 Bottom 25% 85Medium
3133 Lincoln 26.9 Bottom 25% 87Low
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