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Which Jobs Are Most Exposed to AI, by Task Not Title?

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The scary headline version of AI and jobs asks which titles will disappear. 

 

The useful version asks which tasks are exposed, because almost every job is a bundle of tasks, only some of which AI can touch.

 

TL;DR

 

  • About one in four workers globally is in an occupation with some exposure to generative AI, but only 3.3% fall into the highest exposure category.
  • Clerical work, such as data entry and payroll, is consistently the most exposed. 
  • The most likely outcome is job transformation, not wholesale replacement.

 

The exposure figures here come from the ILO’s 2025 global index, which assessed nearly 30,000 tasks rather than job titles.

 

Exposure by the numbers

wdt_ID wdt_created_by wdt_created_at wdt_last_edited_by wdt_last_edited_at Group Exposure to generative AI
1 emmanuel-ashemiriogwa 04/08/2026 02:17 PM emmanuel-ashemiriogwa 04/08/2026 02:17 PM All workers globally ~25% have some exposure
2 emmanuel-ashemiriogwa 04/08/2026 02:17 PM emmanuel-ashemiriogwa 04/08/2026 02:17 PM Highest-exposure category 3.3% of global employment
3 emmanuel-ashemiriogwa 04/08/2026 02:17 PM emmanuel-ashemiriogwa 04/08/2026 02:17 PM High-income countries 34% of employment exposed
4 emmanuel-ashemiriogwa 04/08/2026 02:17 PM emmanuel-ashemiriogwa 04/08/2026 02:17 PM Low-income countries 11% of employment exposed

 

Exposure is far higher in high-income countries, at 34% of employment, than in low-income countries at 11%, because rich economies have more of the clerical and digitized work that AI touches

 

Why “by task, not title” is the honest frame

 

A job title like “lawyer” or “accountant” is not exposed or safe as a whole. 

 

Some of its tasks- drafting, summarizing, first-pass analysis- are highly exposed, while others are not.

 

Because most occupations mix automatable and irreplaceable tasks, the realistic effect is that AI reshapes how jobs are done rather than eliminating them outright. 

 

That is why the “by task” lens survives every new model release, while “AI will kill job X by year Y” headlines keep expiring. 

 

ELI5

 

AI does not simply replace whole jobs. It affects certain tasks inside jobs, like typing up data or writing first drafts. 

 

So the smart question is not “will my job disappear,” it is “which parts of my job can AI do.”

 

Sources

 

ILO | ILO (2) | ResearchGate