Metro Area
AI Job Risk in Winchester, VA-WV
Winchester, VA-WV scores 52.8/100 for AI job risk, ranking #114 out of 396 us metro areas. That puts it in the top third for AI exposure — a relatively large share of local jobs are in occupations that AI can automate or significantly change.
Ranked #114 of 396 us metro areas
Rank
#114
more exposed than most
Total Workforce
61 K
jobs analysed
High-Risk Jobs
2.5 K
4% of workforce
Out of
396
us metro areas
Most at Risk
Jobs in Winchester, VA-WV most likely to be automated or transformed by AI
Data Entry Keyer
70 employed
Tax Preparer
70 employed
Customer Service Representative
1 K employed
Bookkeeper
610 employed
Software Developer
330 employed
Financial Analyst
30 employed
Payroll Clerk
30 employed
Bank Teller
180 employed
Graphic Designer
50 employed
Bill Collector
120 employed
Safest from AI
Jobs in Winchester, VA-WV least likely to be affected by AI
Roofer
50 employed
Lifeguard
40 employed
Landscaper
390 employed
Zookeeper
140 employed
Massage Therapist
30 employed
Pest Control Technician
40 employed
Janitor
870 employed
Concrete Finisher
90 employed
Painter
40 employed
Hair Stylist
140 employed
What this means
The exposure score (52.8/100) measures how much of Winchester, VA-WV's workforce is in jobs that AI can automate or significantly change. It's not a prediction that jobs will disappear — it's a measure of how exposed the local economy is to AI-driven change.
How it works: We score 289 occupations from 0 (AI has little impact) to 100 (AI can do most of the job) using 10 research sources. We then match these scores to real employment data for Winchester, VA-WV, weighting by how many people actually work in each role.
High-risk jobs (score 60+) include roles like customer service, data entry, and bookkeeping where AI can already handle most tasks. Low-risk jobs (score under 30) include trades, healthcare, and social work where physical presence or human judgement is essential.
Full methodology · Data covers 47% of occupation categories in this area