Virginia workers have moderate AI readiness, with real gaps in high-exposure occupations.
From the Virginia Workforce AI Readiness, FY2026-Q2. Published November 3, 2026. Scores are computed from publicly available labor market data using the JobRoute methodology.
The numbers.
Employment-weighted composite across all occupations. Higher means a more AI-ready workforce.
Real BLS OES state employment total, distributed across O*NET occupations. See methodology.
Modeled employment change in AI-exposed roles. Source: Stanford Digital Economy Lab / ADP Research, "Canaries in the Coal Mine: AI and the Early-Career Labor Market", Nov 2025.
Most AI-exposed occupations.
The occupations in Virginia with the highest task exposure to current AI tools, ordered by exposure. Task exposure and the AI Ready score both run 0 to 100. Select any column heading to sort.
| Poets, Lyricists and Creative Writers27-3043.05 | 765 | 82 | 39/100 | Act Now |
|---|---|---|---|---|
| Mail Clerks and Mail Machine Operators, Except Postal Service43-9051.00 | 1,610 | 75 | 45/100 | Watch |
| Interpreters and Translators27-3091.00 | 1,630 | 75 | 41/100 | Act Now |
| Writers and Authors27-3043.00 | 765 | 74 | 41/100 | Act Now |
| Eligibility Interviewers, Government Programs43-4061.00 | 4,290 | 73 | 43/100 | Act Now |
| Editors27-3041.00 | 2,720 | 73 | 42/100 | Act Now |
| Compliance Officers13-1041.00 | 2,170 | 73 | 49/100 | Act Now |
| Shipping, Receiving, and Inventory Clerks43-5071.00 | 20,380 | 73 | 41/100 | Act Now |
| Proofreaders and Copy Markers43-9081.00 | 90 | 73 | 37/100 | Act Now |
| Coroners13-1041.06 | 2,170 | 73 | 45/100 | Act Now |
Showing the 10 most-exposed occupations. Occupations for which BLS suppressed the state employment estimate are not shown. Worker counts are the real BLS SOC-level total distributed evenly across the O*NET occupations that share a SOC, so occupations sharing a SOC show an equal allocated share, not a separately measured count. The full occupation dataset is available to download below.
Download the data.
The full occupation-level dataset for Virginia: employment, task exposure, AI Ready score, and archetype for every occupation. Cited to public sources. Machine-readable, stable columns.
What this means for workers.
The AI Ready Score measures how exposed the average job in Virginia is to AI automation today, and how resilient the skill base is. A score of 62 out of 100 reflects meaningful skill durability relative to current AI tools. High-exposure roles still need attention.
Employment in AI-exposed roles is broadly stable, with pockets of change in high-exposure occupations.
This score is a starting point for policy planning, not a verdict on any individual worker. Retraining programs, apprenticeships, and pipeline investments can change outcomes. Check your own job at ready.jobroute.ai for free. No account needed.
Get the full assessment for Virginia.
The public summary is a preview. JobRoute prepares the full, occupation-level workforce AI readiness assessment for labor and workforce agencies: dislocation cohorts, adjacent-role pathways, and a Governor briefing. Cited and reproducible, from public BLS data.
Data: BLS OEWS State May 2025 · May 2025
Briefing reference.
Sources: O*NET 31.0, Anthropic Economic Index (June 2026), BLS OEWS State May 2025, WEF Future of Jobs 2025, Stanford/ADP (Nov 2025). Full methodology →