AI Job Atlas
AI & jobs · Province in Algeria

Constantine

Province DZ-25 Largest city: Constantine
28%
of jobs here are estimated to be exposed to generative AI, above the national 26% (+1.4 pts).
MODEL3rd of 48 regions92.6K exposed workers

Key numbers

PopulationWIKIDATA
938K
as of 2008
Share of national populationWIKIDATA
2.8%
11th largest of 48
People in workMODEL
333K
national total × population share
Highest-exposure jobsMODEL
5.2%
national 4.8%
Area
2,119 km²
443 people per km²
Settlement patternMODEL
Urban
65% live in major cities
Largest city
Constantine
605K (metro)
Mapped towns & cities
1
Natural Earth places

AI use

ANTHROPIC

Claude.ai conversations, April–May 2026.

Usage intensityANTHROPIC
1.40×
usage share ÷ population share
Share of national useANTHROPIC
3.9%
2.8% of population
Work-relatedANTHROPIC
23%
national 25%
Automation-styleANTHROPIC
45%
national 49%
Augmentation 55%Automation 45%

Sector mix

MODEL

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

Constantine Algeria
Construction 19.1%
Retail & wholesale 17.0%
Public admin 16.7%
Manufacturing 10.3%
Education 9.8%
Transport & logistics 6.3%
Agriculture 4.9%
Health & care 3.8%
Other services 2.6%
Business services 2.5%
Hospitality 1.9%
Utilities 1.7%
Mining 1.4%
ICT & software 1.2%
Finance 0.8%

Exposed workers by sector

MODEL
Public admin 24.2K Retail & wholesale 17.6K Education 14.7K Construction 6,490 Manufacturing 5,883 Transport & logistics 5,094 Health & care 4,633 Business services 3,099

Ranking in Algeria

MODEL

By modelled AI exposure, out of 48 regions.

1Algiers 29% 2Annaba 28% 3Constantine 28% 4Oran 28% 5Blida 28% 6Chlef 27% 7Béjaïa 27%
About these estimates. No source publishes AI exposure by region for every country. The model splits Algeria'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 Algeria

All of Algeria →