STRATAHELM · COMMUNITY AI EXPOSURE & RESILIENCE INDEX

Jasper County, Iowa

CAERI NationalIowa › Jasper County · FIPS 19099 · caeri:19099
52.4
CAERI score (national basis)
50th–75th
National percentile band
#1257
Ranked of 3142 U.S. counties
#3
Ranked in Iowa (of 99)
Medium
Confidence

Two comparisons, both shown. The national basis ranks Jasper 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 Iowa'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
73
P2 · Economic concentration
26
P3 · Adaptive capacity (inverted)
42
P4 · Regional buffer (inverted)
75
P5 · Fiscal sensitivity
45
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 Jasper County

Jasper County scores 52.4 on the national CAERI basis — 1257th of 3,142 scored U.S. counties, placing it in the 50th–75th band nationally by percentile, with a medium-confidence rating. Within Iowa it ranks 3rd of 99 counties (97th 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 73rd national percentile. The largest concentrations of locally estimated employment in high-exposure occupations are customer service representatives, office clerks, general, elementary school teachers, except special education. The share of exposed-industry jobs held by workers under 25 is 11% — near the state median of 11%; 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 29% (near the state median) — a higher share historically means slower workforce adjustment when industries restructure. Fiscal sensitivity ranks at the 65th percentile among Iowa's counties. Census of Governments data shows state aid at 8% of this county's general revenue (well below the state median), and wage- and consumption-sensitive streams (sales, income, and similar own-source taxes, where levied) at 8% of own-source revenue. Property taxes, which respond to economic change more slowly, are counted separately and are not part of that sensitive share. How this state's aid formulas and tax structure carry economic change into local budgets is covered in the state-specific fiscal analysis available to subscribers. 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 211 high-exposure occupations (top quartile of ensemble exposure) with estimated local employment, Jasper County has an estimated 2,279 jobs — 24.1% of county employment — carrying an estimated $156M annual wage bill in high-exposure work. The five largest:

OccupationEst. local employment*Exposure (0–1)Median wage (area)
Customer Service Representatives2020.42$48,240
Office Clerks, General1730.44$44,350
Elementary School Teachers, Except Special Education990.43$57,060
Bookkeeping, Accounting, and Auditing Clerks840.51$49,500
Secondary School Teachers, Except Special and Career/Technical Education810.49$59,950
*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

Jasper CountyIowa median
Share of exposed-industry jobs held by workers under 25 (entry rung) 10.7%11.0%
Share of exposed-industry jobs held by workers 55+ (adjustment friction) 28.6%27.9%

🔒 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:19099 — this URL is permanent; if the address scheme ever changes, the old address will redirect. StrataHelm. (2026). Jasper County, Iowa — Community AI Exposure & Resilience Index (CAERI v0.3.1) [Data set]. Retrieved August 4, 2026, from https://stratahelm.com/counties/iowa/jasper/ “Jasper County, Iowa — CAERI.” StrataHelm, 2026, stratahelm.com/counties/iowa/jasper/. Accessed 4 August 2026. StrataHelm. “Jasper County, Iowa — Community AI Exposure and Resilience Index (v0.3.1).” 2026. https://stratahelm.com/counties/iowa/jasper/
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/iowa/jasper/embed/" width="420" height="275" loading="lazy" title="CAERI — Jasper County, IA"></iframe>

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

Nearby and comparable counties

Benton Co., IA (in state)Linn Co., IA (in state)Guthrie Co., IA (in state)Greene Co., NC (similar score)Jefferson Co., OK (similar score)Alleghany Co., NC (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_ia_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_ia.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_ia_county_revenue_mix: 2022 Census of Governments, Survey of Government Finances; lodes_ia_county_flows: LEHD LODES8 OD 2023, JT00/S000; sources: ia_main, ia_aux, il_aux, mn_aux, mo_aux, ne_aux, sd_aux, wi_aux; qwi_ia_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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