AI Job Atlas
AI & jobs · Province in Iraq

Kirkuk

Province IQ-TS Largest city: Kirkuk
23%
of jobs here are estimated to be exposed to generative AI, above the national 23% (+0.1 pts).
MODEL8th of 18 regions92K exposed workers

Key numbers

PopulationWIKIDATA
1.3M
as of 2009
Share of national populationWIKIDATA
3.8%
11th largest of 18
People in workMODEL
396K
national total × population share
Highest-exposure jobsMODEL
2.5%
national 2.5%
Area
10.5K km²
126 people per km²
Settlement patternMODEL
Mixed
45% live in major cities
Largest city
Kirkuk
601K (metro)
Mapped towns & cities
1
Natural Earth places

AI use

The Anthropic Economic Index does not publish usage for this region. Regions below a minimum number of sampled conversations are left out.

Sector mix

MODEL

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

Kirkuk Iraq
Construction 17.6%
Public admin 15.7%
Retail & wholesale 14.9%
Transport & logistics 10.7%
Education 9.3%
Agriculture 7.2%
Manufacturing 6.1%
Business services 5.5%
Health & care 3.7%
Other services 2.9%
Utilities 2.8%
Hospitality 2.3%
Mining 0.7%
Finance 0.4%
ICT & software 0.3%

Exposed workers by sector

MODEL
Public admin 22.6K Education 16.6K Retail & wholesale 16.1K Business services 7,241 Transport & logistics 5,495 Health & care 5,456 Construction 4,855 Other services 2,814

Ranking in Iraq

MODEL

By modelled AI exposure, out of 18 regions.

5Najaf 23% 6Basra 23% 7Nineveh 23% 8Kirkuk 23% 9Sulaymaniyah 23% 10Maysan 22% 11Babylon 22%
About these estimates. No source publishes AI exposure by region for every country. The model splits Iraq'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 Iraq

All of Iraq →