AI Job Atlas
AI & jobs · Unitary Authority (wales) in United Kingdom

Pembrokeshire

Unitary Authority (wales) GB-PEM
36%
of jobs here are estimated to be exposed to generative AI, below the national 37% (−0.7 pts).
MODEL221st of 232 regions20.3K exposed workers

Key numbers

PopulationWIKIDATA
126K
as of 2019
Share of national populationWIKIDATA
0.2%
187th largest of 232
People in workMODEL
56.3K
national total × population share
Highest-exposure jobsMODEL
6.0%
national 6.3%
Area
1,550 km²
81 people per km²
Settlement patternMODEL
Rural
0% live in major cities
Mapped towns & cities
0
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage is published for the wider Wales area (21 map regions), so these figures describe that whole area.
Usage intensityANTHROPIC
0.30×
usage share ÷ population share
Area’s share of national useANTHROPIC
1.2%
0.2% of population
Work-relatedANTHROPIC
35%
national 41%
Automation-styleANTHROPIC
46%
national 45%
Augmentation 55%Automation 46%

Sector mix

MODEL

Estimated share of jobs by sector, against the national mix.

Pembrokeshire United Kingdom
Health & care 15.6%
Business services 11.7%
Education 11.7%
Retail & wholesale 11.0%
Manufacturing 8.9%
Public admin 7.6%
Construction 6.7%
Other services 6.1%
Hospitality 5.4%
Transport & logistics 5.2%
ICT & software 3.5%
Finance 3.2%
Utilities 1.5%
Agriculture 1.4%
Mining 0.5%

Exposed workers by sector

MODEL
Health & care 3,710 Education 3,062 Business services 2,665 Retail & wholesale 2,109 Public admin 1,995 Manufacturing 1,226 Other services 990 Finance 937

Ranking in United Kingdom

MODEL

By modelled AI exposure, out of 232 regions.

218East Ayrshire 36% 219Herefordshire 36% 220Carmarthenshire 36% 221Pembrokeshire 36% 222Northumberland 36% 223Angus 36% 224Gwynedd 36%
About these estimates. No source publishes AI exposure by region for every country. The model splits United Kingdom's real ILO sector employment across regions using population (Wikidata) and density: denser, capital-city regions get more finance, ICT and professional jobs, and rural regions more farming. Totals match national figures. AI usage figures are measured, not modelled. Methodology

Other regions of United Kingdom

All of United Kingdom →