AI Job Atlas
AI & jobs · Province in Iraq

Al-Qādisiyyah

Province IQ-QA Largest city: Ad Diwaniyah
22%
of jobs here are estimated to be exposed to generative AI, below the national 23% (−1.0 pts).
MODEL12th of 18 regions71.4K exposed workers

Key numbers

PopulationWIKIDATA
1.1M
as of 2009
Share of national populationWIKIDATA
3.1%
14th largest of 18
People in workMODEL
322K
national total × population share
Highest-exposure jobsMODEL
2.3%
national 2.5%
Area
8,551 km²
126 people per km²
Settlement patternMODEL
Rural
33% live in major cities
Largest city
Ad Diwaniyah
358K (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.

Al-Qādisiyyah Iraq
Construction 17.4%
Retail & wholesale 14.3%
Public admin 14.1%
Agriculture 11.3%
Transport & logistics 10.5%
Education 9.3%
Manufacturing 6.1%
Business services 4.3%
Health & care 3.6%
Other services 2.8%
Utilities 2.8%
Hospitality 2.2%
Mining 0.8%
Finance 0.3%
ICT & software 0.2%

Exposed workers by sector

MODEL
Public admin 16.5K Education 13.5K Retail & wholesale 12.6K Business services 4,605 Transport & logistics 4,357 Health & care 4,266 Construction 3,902 Agriculture 2,706

Ranking in Iraq

MODEL

By modelled AI exposure, out of 18 regions.

9Sulaymaniyah 23% 10Maysan 22% 11Babylon 22% 12Al-Qādisiyyah 22% 13Al Anbar 22% 14Dhi Qar 22% 15Wasit 21%
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 →