Local Authority
AI Job Risk in Malvern Hills
Malvern Hills scores 53.1/100 for AI job risk, ranking #130 out of 261 uk local authorities. That puts it around the middle — a moderate mix of AI-vulnerable and AI-resistant jobs in the local economy.
Ranked #130 of 261 uk local authorities
Rank
#130
around the middle
Total Workforce
36 K
jobs analysed
High-Risk Jobs
4.2 K
12% of workforce
Out of
261
uk local authorities
Most at Risk
Jobs in Malvern Hills most likely to be automated or transformed by AI
Customer Service Supervisors
11 employed
Customer Service Occupations
310 employed
Managers and Proprietors in Agriculture Related Services
230 employed
Senior Officers in Protective Services
63 employed
Information Technology Professionals
950 employed
Elementary Administration Occupations
160 employed
Other Administrative Occupations
860 employed
Administrative Occupations: Records
330 employed
Food Preparation and Hospitality Trades
490 employed
Secretarial and Related Occupations
810 employed
Safest from AI
Jobs in Malvern Hills least likely to be affected by AI
Elementary Cleaning Occupations
830 employed
Construction and Building Trades
1.1 K employed
Construction Operatives
230 employed
Caring Personal Services
1.7 K employed
Protective Service Occupations
410 employed
Road Transport Drivers
770 employed
Sales Related Occupations
76 employed
Elementary Security Occupations
180 employed
Other Educational Professionals
330 employed
Functional Managers and Directors
1.4 K employed
What this means
The exposure score (53.1/100) measures how much of Malvern Hills'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 Malvern Hills, 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 59% of occupation categories in this area