Logan County 2026 Edition

About 18.3% of jobs in Logan County are in occupations with high overlap with current AI capabilities; the county's overall exposure score of 29.1 ranks 29th of Colorado's 64 counties.

Exposure score: 29.1 0–100 scale, employment-weighted
Rank: 29th of 64 Colorado counties
UI-covered jobs: 7,773 2025 annual average
High-exposure share: 18.3% of jobs, score ≥ 50

Where AI lands first

The five occupation groups with the highest mean exposure scores in Logan County, with each group's estimated share of county jobs. Scores are on the same 0–100 scale as the county score.

Most-exposed occupation groups in Logan County
Occupation group	Estimated jobs	Share of county jobs	Mean exposure score
Computer and Mathematical Occupations	142	1.8%	55.8
Business and Financial Operations Occupations	396	5.1%	52.9
Office and Administrative Support Occupations	873	11.2%	52.3
Life, Physical, and Social Science Occupations	62	0.8%	48.0
Architecture and Engineering Occupations	87	1.1%	44.5

Where AI lands last

The five largest occupation groups among the lower-exposure half of Logan County's job base — the biggest kinds of local work least overlapping current AI capabilities.

Largest low-exposure occupation groups in Logan County
Occupation group	Estimated jobs	Share of county jobs	Mean exposure score
Transportation and Material Moving Occupations	699	9.0%	13.7
Food Preparation and Serving Related Occupations	640	8.2%	13.7
Installation, Maintenance, and Repair Occupations	407	5.2%	10.4
Healthcare Support Occupations	398	5.1%	13.2
Construction and Extraction Occupations	376	4.8%	8.8

Jobs versus payroll

Measured by payroll rather than headcount, high-exposure work is a larger share of Logan County's economy — exposure here skews toward higher-wage occupations.

Share of Logan County's jobs, and of its estimated payroll, in high-exposure occupations (score ≥ 50). Dashed marks show the statewide shares.

High-exposure share of jobs versus payroll, Logan County and Colorado
Measure	Logan County	Colorado
Share of jobs in high-exposure occupations	18.3%	23.1%
Share of payroll in high-exposure occupations	21.4%	26.9%

How Logan County compares

Each gray tick is one of Colorado's 64 counties. Logan County scores 29.1, ranking 29th of 64; the median county scores 28.9.

Logan County exposure score in state context
Logan County score	29.1
Rank among 64 counties	29th
Median county score	28.9
Lowest county score	24.7
Highest county score	35.2

Reading these numbers

Partially imputed estimate 33.7% of Logan County's employment sits in industry cells that federal data suppresses for confidentiality; those cells were estimated by imputation before scoring. Treat this county's figures as approximate estimates.

Exposure is not a job-loss forecast. The score measures how much the tasks that make up a county's jobs overlap with what current AI systems can do. High exposure can mean augmentation, automation, or neither — it marks where change is likely to arrive first, not how it will land.

County occupation mixes are estimated from each county's industry mix using national staffing patterns, not observed directly. Employment counts cover jobs in the unemployment-insurance system ("UI-covered employment"), which excludes most self-employment, gig work, and some farm work.

Employment data 2025 (BLS QCEW annual averages) · Occupation exposure scores: Eloundou et al. (2023), human-rated β · 2026 edition · Full methodology

Cite this page

Colorado AI Exposure Atlas

Martin, Christopher. “AI Job Exposure in Logan County, Colorado.” Colorado AI Exposure Atlas, 2026 edition. https://coloradoaiexposureatlas.com/county/logan/.

2026 Edition · Employment data 2025 · Compiled by Christopher Martin

Download Logan County's data (JSON) — every number on this page, CC BY 4.0. Statewide files on the data page.