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Original research

AI in UK job adverts: what 4,377 hand-read adverts show

We hand-read 4,377 UK job adverts to see how often employers actually ask for AI. The answer is almost never, and the few that mention it are mostly talking about your application, not the job.

The short version

Across 4,377 UK job adverts, just 1.8% mention artificial intelligence at all, and only 0.39% ask for it as an actual job skill. Of the adverts that do mention AI, most are not advertising AI work. They are telling applicants not to use AI when they apply.

The headline numbers

4,377

UK adverts read by hand

1.8%

mention AI at all

0.39%

ask for AI as a job skill

78%

of AI mentions are about your application, not the job

Three things the data shows

1. The role that mentions AI most never asks for it as a skill

Doctor adverts mention AI more than any other role we read, at 9.0%. Not one of those mentions is about using AI in the job. Every single one is an NHS Trust notice about whether and how you may use AI in your application. The occupation that talks about AI most does so entirely to police applications.

2. Real AI demand is tiny, and concentrated

AI shows up as an actual job skill in 0.39% of adverts. The only roles where it appears with any regularity are customer service (2.9%), HR (1.4%) and recruitment (1.0%). For most of the UK labour market we sampled, AI is simply not named as something the job requires.

3. Reading by hand changes the count

A keyword search would have over-counted. We excluded six false positives that contain the letters AI but mean something else: NHS reference numbers ending in “-AI”, and three dairy-farm recruiter adverts where “AI” means artificial insemination. It also let us separate AI as a job skill from AI as application policy, which a word count cannot do.

AI mentions by occupation

OccupationAdvertsMention AIAs a job skill
Doctor1889.0%0.0%
Social worker646.2%0.0%
Office admin1025.9%0.0%
Teacher1135.3%0.0%
HR business partner1424.9%1.4%
Customer service4153.1%2.9%
Care worker1052.9%0.0%
Support worker4181.7%0.0%
Recruiter2001.5%1.0%
Teaching assistant5000.4%0.0%
Receptionist2780.4%0.0%
HGV driver2400.0%0.0%

Other roles read: electrician 1.6%, paramedic 1.4%, plumber 0.8%, retail assistant 0.7%, entry-level “no experience” 0.3%, warehouse operative 0.2%. All 0.0% as a job skill except entry-level (0.3%).

How we counted

The dataset is built from live UK adverts on two public sources: NHS Jobs, and the UK government Find a Job service. Every advert is read by a person, not keyword-scraped. Reading for meaning is slower, so the sample is smaller, but it removes a class of false positives that a word count cannot.

An advert counts as mentioning AI only where the text refers to artificial intelligence as part of the work, the tools of the role, or the application process. We separate three cases a keyword search would merge:

  • AI as a job skill (counted as demand): the advert names an AI tool the worker uses, or lists AI fluency as a skill.
  • AI as application policy (counted separately): the advert mentions AI to discourage, monitor or restrict its use when applying. 78% of all AI mentions fall here.
  • False positives (excluded): the letters AI appear but mean something else, like a reference number or artificial insemination.

Limitations. The sample is built role by role for clean within-occupation comparison, so the overall percentages are not weighted to be nationally representative. The per-occupation rates are the more robust figures. Both sources skew toward public-sector and entry-to-mid roles. The data is a snapshot collected up to June 2026, and measures only what employers write in adverts, not what workers actually do in the role or what they are paid.

Citing this

Sausage Dog, “AI in UK job adverts,” 2026. Hand-read dataset of 4,377 UK job adverts from NHS Jobs and the UK government Find a Job service. sausagedog.io/ai-in-job-adverts. For the underlying figures or to verify a specific number, contact hello@sausagedog.io.

Last updated 2026-06-13.

We built Sausage Dog on this kind of reading: what UK employers actually ask for, in their own words.

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