Local Authority
AI Job Risk in Welwyn Hatfield
Welwyn Hatfield scores 54.4/100 for AI job risk, ranking #39 out of 261 uk local authorities. 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 #39 of 261 uk local authorities
Rank
#39
more exposed than most
Total Workforce
58 K
jobs analysed
High-Risk Jobs
7.7 K
13% of workforce
Out of
261
uk local authorities
Most at Risk
Jobs in Welwyn Hatfield most likely to be automated or transformed by AI
Customer Service Occupations
740 employed
Customer Service Supervisors
56 employed
Managers and Proprietors in Agriculture Related Services
79 employed
Senior Officers in Protective Services
38 employed
Information Technology Professionals
2.1 K employed
Other Administrative Occupations
1.6 K employed
Elementary Administration Occupations
420 employed
Administrative Occupations: Records
770 employed
Secretarial and Related Occupations
1.3 K employed
Food Preparation and Hospitality Trades
630 employed
Safest from AI
Jobs in Welwyn Hatfield least likely to be affected by AI
Elementary Cleaning Occupations
1.3 K employed
Construction Operatives
290 employed
Construction and Building Trades
1.4 K employed
Caring Personal Services
2.5 K employed
Road Transport Drivers
1.9 K employed
Protective Service Occupations
600 employed
Elementary Security Occupations
430 employed
Functional Managers and Directors
2.6 K employed
Sales Related Occupations
140 employed
Conservation and Environment Professionals
68 employed
What this means
The exposure score (54.4/100) measures how much of Welwyn Hatfield'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 Welwyn Hatfield, 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