STRATAHELM · COMMUNITY AI EXPOSURE & RESILIENCE INDEX

Iron County, Wisconsin

CAERI NationalWisconsin › Iron County · FIPS 55051 · caeri:55051
33.5
CAERI score (national basis)
Bottom 25%
National percentile band
#3006
Ranked of 3142 U.S. counties
#66
Ranked in Wisconsin (of 72)
Low
Confidence

Two comparisons, both shown. The national basis ranks Iron County against every scored U.S. county — its percentile band above is a relative national standing, not a condition. The in-state basis ranks it against Wisconsin's other counties (rank and percentile only — bands aren't meaningful within a single state). A county can stand out in its own state while sitting mid-pack nationally. Neither is a forecast.

Pillar breakdown — national percentile ranks

P1 · Direct occupational exposure
13
P2 · Economic concentration
45
P3 · Adaptive capacity (inverted)
45
P4 · Regional buffer (inverted)
62
P5 · Fiscal sensitivity
26
Zone shading marks percentile quartiles; darker and warmer means more concerning. Capacity and buffer bars (inverted before aggregation) read mirrored — for those, a higher percentile is the safer pale end.

What this means for Iron County

Iron County scores 33.5 on the national CAERI basis — 3006th of 3,142 scored U.S. counties, placing it in the Bottom 25% band nationally by percentile, with a low-confidence rating. Within Wisconsin it ranks 66th of 72 counties (9th in-state percentile). The score summarizes how concentrated local employment is in AI-exposed occupations against the economy's measured capacity to adapt; these are relative-standing bands, not a projection of local job change.

Direct occupational exposure stands at the 13th national percentile. The largest concentrations of locally estimated employment in high-exposure occupations are elementary school teachers, except special education, office clerks, general, secondary school teachers, except special and career/technical education. The share of exposed-industry jobs held by workers under 25 is 0% — well below the state median of 10%; research on AI-era payrolls finds early-career roles in exposed work are where hiring patterns shift first, so this share indicates how soon exposure could be felt, not how large it is.

The share of exposed-industry jobs held by workers 55 and over is 43% (well above the state median) — a higher share historically means slower workforce adjustment when industries restructure. Fiscal sensitivity ranks at the 34th state percentile. In Wisconsin the transmission runs through a uniformly taxed property base — the state constitution's uniformity clause bars taxing commercial property at different rates than homes, so softness in commercial values shifts burden across the whole levy — under levy limits tied to net new construction, which constrain how much lost value a community can recapture; and through state shared revenue, 31% of general revenue here (well above the state median). Since 2023, the county and municipal aid appropriation is indexed to state sales-tax collections, so it moves with statewide consumption, not only local conditions. County sales taxes contribute 6% of own-source revenue and track taxable retail activity. Wisconsin local governments levy no local income tax. All county occupation figures on this page are model-based ESTIMATES with the confidence rating shown above.

Largest locally-estimated employment in high-exposure occupations

Across all 172 high-exposure occupations (top quartile of ensemble exposure) with estimated local employment, Iron County has an estimated 360 jobs — 21.0% of county employment — carrying an estimated $21M annual wage bill in high-exposure work. The five largest:

OccupationEst. local employment*Exposure (0–1)Median wage (area)
Elementary School Teachers, Except Special Education390.43$59,680
Office Clerks, General310.44$42,860
Secondary School Teachers, Except Special and Career/Technical Education220.49$57,980
Bookkeeping, Accounting, and Auditing Clerks200.51$46,640
Customer Service Representatives180.42$43,100
*County-level occupation figures are model-based ESTIMATES, not surveyed counts (see methodology §5 summary); every county carries the confidence rating shown above. Wage = area median.

Age structure of exposed-industry employment

Iron CountyWisconsin median
Share of exposed-industry jobs held by workers under 25 (entry rung) 0.0%9.7%
Share of exposed-industry jobs held by workers 55+ (adjustment friction) 42.8%28.7%

🔒 City-level detail for its cities and towns

The county number above averages over every community in it. City- and place-level exposure profiles, employer-mix detail, trend monitoring, and peer benchmarking are part of the CAERI subscription for local governments and regional organizations.

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Cite this page

Canonical identifier: caeri:55051 — this URL is permanent; if the address scheme ever changes, the old address will redirect. StrataHelm. (2026). Iron County, Wisconsin — Community AI Exposure & Resilience Index (CAERI v0.3.1) [Data set]. Retrieved August 4, 2026, from https://stratahelm.com/counties/wisconsin/iron/ “Iron County, Wisconsin — CAERI.” StrataHelm, 2026, stratahelm.com/counties/wisconsin/iron/. Accessed 4 August 2026. StrataHelm. “Iron County, Wisconsin — Community AI Exposure and Resilience Index (v0.3.1).” 2026. https://stratahelm.com/counties/wisconsin/iron/
Embed this county's score card — attribution to StrataHelm CAERI and the link back are part of the embedded page and cannot be stripped:<iframe src="https://stratahelm.com/counties/wisconsin/iron/embed/" width="420" height="275" loading="lazy" title="CAERI — Iron County, WI"></iframe>

Machine-readable: this county's JSON · national dataset download and data dictionary on the methodology page.

Nearby and comparable counties

Juneau Co., WI (in state)Monroe Co., WI (in state)Fond du Lac Co., WI (in state)Pierce Co., ND (similar score)Lawrence Co., IL (similar score)Boyd Co., NE (similar score)

Links point to the economically nearest counties (in-state, and similar national score). County-level geographic adjacency is not part of the public reference data, so proximity here is by rank, not by shared border.

Sources & provenance

LayerSources (vintage)
Employment & occupation structurecbp_wi_county_naics4: Census CBP 2023 API (NAICS2017 classification; PAYANN in $1,000s; noise infusion G/H/J bands, D = withheld -&gt; NaN); county_soc_estimates.meta_wi.json; exposure_scores: 2026-07-04; matrix_staffing_patterns: 2024-34 National Employment Matrix (base year 2024)
AI-exposure research baseAnthropic Economic Index; Felten, Raj & Seamans (AIOE); Eloundou et al. — combined as a weighted ensemble with cross-source disagreement feeding the confidence rating
Capacity, buffer & fiscalgovfin_wi_county_revenue_mix: 2022 Census of Governments, Survey of Government Finances; lodes_wi_county_flows: LEHD LODES8 OD 2023, JT00/S000; sources: wi_main, wi_aux, ia_aux, il_aux, mn_aux; qwi_wi_county_naics3_age: Census QWI (qwi/sa), quarters [&#x27;2024-Q4&#x27;, &#x27;2025-Q1&#x27;, &#x27;2025-Q2&#x27;, &#x27;2025-Q3&#x27;], sex=0, ownercode=A05 (private), 96 NAICS-3 + &#x27;00&#x27; all-industry
MethodologyCAERI v0.3.1 · public methodology · scores generated 2026-07-12 · page generated 2026-08-04
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