Metro Area
AI Job Risk in Cumberland, MD-WV
Cumberland, MD-WV scores 51.0/100 for AI job risk, ranking #237 out of 396 us metro areas. That puts it around the middle — a moderate mix of AI-vulnerable and AI-resistant jobs in the local economy.
Ranked #237 of 396 us metro areas
Rank
#237
around the middle
Total Workforce
32 K
jobs analysed
High-Risk Jobs
2.6 K
8% of workforce
Out of
396
us metro areas
Most at Risk
Jobs in Cumberland, MD-WV most likely to be automated or transformed by AI
Bookkeeper
300 employed
Customer Service Representative
600 employed
Software Developer
140 employed
Bank Teller
120 employed
Payroll Clerk
40 employed
Paralegal
30 employed
Accountant
200 employed
Cashier
1 K employed
Loan Officer
40 employed
Medical Secretary
140 employed
Safest from AI
Jobs in Cumberland, MD-WV least likely to be affected by AI
Zookeeper
50 employed
Landscaper
120 employed
Janitor
440 employed
Hair Stylist
100 employed
Housekeeper
320 employed
Painter
30 employed
Childcare Worker
60 employed
Construction Worker
200 employed
Nursing Assistant
470 employed
Plumber
100 employed
What this means
The exposure score (51.0/100) measures how much of Cumberland, MD-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 Cumberland, MD-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