Two comparisons, both shown. The national basis ranks Yell 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 Arkansas'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.
Yell County scores 49.8 on the national CAERI basis — 1576th of 3,142 scored U.S. counties, placing it in the 25th–50th band nationally by percentile, with a medium-confidence rating. Within Arkansas it ranks 20th of 75 counties (74th 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 17th national percentile. The largest concentrations of locally estimated employment in high-exposure occupations are office clerks, general, customer service representatives, bookkeeping, accounting, and auditing clerks. The share of exposed-industry jobs held by workers under 25 is 13% — well above the state median of 9%; 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 22% (below the state median) — a higher share historically means slower workforce adjustment when industries restructure. Fiscal sensitivity ranks at the 78th percentile among Arkansas's counties. Census of Governments data shows state aid at 11% of this county's general revenue (below the state median), and wage- and consumption-sensitive streams (sales, income, and similar own-source taxes, where levied) at 60% 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.
Across all 169 high-exposure occupations (top quartile of ensemble exposure) with estimated local employment, Yell County has an estimated 1,078 jobs — 17.4% of county employment — carrying an estimated $51M annual wage bill in high-exposure work. The five largest:
| Occupation | Est. local employment* | Exposure (0–1) | Median wage (area) |
|---|---|---|---|
| Office Clerks, General | 154 | 0.44 | $35,020 |
| Customer Service Representatives | 70 | 0.42 | $36,590 |
| Bookkeeping, Accounting, and Auditing Clerks | 58 | 0.51 | $38,300 |
| Secondary School Teachers, Except Special and Career/Technical Education | 53 | 0.49 | $50,990 |
| Elementary School Teachers, Except Special Education | 52 | 0.43 | $50,020 |
| Yell County | Arkansas median | |
|---|---|---|
| Share of exposed-industry jobs held by workers under 25 (entry rung) | 13.1% | 8.7% |
| Share of exposed-industry jobs held by workers 55+ (adjustment friction) | 22.5% | 26.4% |
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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StrataHelm. (2026). Yell County, Arkansas — Community AI Exposure & Resilience Index (CAERI v0.3.1) [Data set]. Retrieved August 4, 2026, from https://stratahelm.com/counties/arkansas/yell/
“Yell County, Arkansas — CAERI.” StrataHelm, 2026, stratahelm.com/counties/arkansas/yell/. Accessed 4 August 2026.
StrataHelm. “Yell County, Arkansas — Community AI Exposure and Resilience Index (v0.3.1).” 2026. https://stratahelm.com/counties/arkansas/yell/
Machine-readable: this county's JSON · national dataset download and data dictionary on the methodology page.
Conway Co., AR (in state)Pike Co., AR (in state)Logan Co., AR (in state)Hardee Co., FL (similar score)Canyon Co., ID (similar score)Holt Co., MO (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.
| Layer | Sources (vintage) |
|---|---|
| Employment & occupation structure | cbp_ar_county_naics4: Census CBP 2023 API (NAICS2017 classification; PAYANN in $1,000s; noise infusion G/H/J bands, D = withheld -> NaN); county_soc_estimates.meta_ar.json; exposure_scores: 2026-07-04; matrix_staffing_patterns: 2024-34 National Employment Matrix (base year 2024) |
| AI-exposure research base | Anthropic Economic Index; Felten, Raj & Seamans (AIOE); Eloundou et al. — combined as a weighted ensemble with cross-source disagreement feeding the confidence rating |
| Capacity, buffer & fiscal | govfin_ar_county_revenue_mix: 2022 Census of Governments, Survey of Government Finances; lodes_ar_county_flows: LEHD LODES8 OD 2023, JT00/S000; sources: ar_main, ar_aux, la_aux, mo_aux, ms_aux, ok_aux, tn_aux, tx_aux; qwi_ar_county_naics3_age: Census QWI (qwi/sa), quarters ['2024-Q4', '2025-Q1', '2025-Q2', '2025-Q3'], sex=0, ownercode=A05 (private), 96 NAICS-3 + '00' all-industry |
| Methodology | CAERI v0.3.1 · public methodology · scores generated 2026-07-12 · page generated 2026-08-04 |
| License | Free to reuse under a Creative Commons Attribution 4.0 International (CC BY 4.0) license: reuse or redistribute with attribution to “StrataHelm CAERI” and a link back to this page. https://creativecommons.org/licenses/by/4.0/ |