Two in five UK hiring managers say their organisation uses AI somewhere in CV screening, but three in four graduates believe it happens often. That 35 point gap comes from a survey of 250 UK graduates and 250 hiring managers involved in graduate recruitment, published by research firm The Reality Department on October 8, 2026.
Key takeaways
- 40 percent of hiring managers report using AI anywhere in CV screening; 60 percent do not.
- 75 percent of graduates believe employers use AI to shortlist very or somewhat often.
- 42 percent of graduates say they have noticed AI in a screening process.
- 55 percent of graduates have used AI to write or edit their own CV.
What did the survey find?
Most graduates assume a machine reads their CV first. The employer answers suggest that is true for a large minority, but not for most. The belief is not baseless, though: 42 percent of graduates said they had personally noticed AI in a screening process they went through.
Graduates are also using AI themselves. More than half (55 percent) had used it to write or edit their CV.
How does this fit with other research?
It matches what UK job board CV-Library found in its 2026 Candidate Behaviour Barometer. There, 29 percent of candidates had changed their CV because they thought AI might screen it, nearly three times the 2025 figure. Yet 69 percent of recruiters said AI-written applications make it harder to spot the strongest people. We covered that in our report on CVs written for AI screening.
Who is affected?
Final-year students and recent graduates applying to graduate schemes are the main group here. They often apply in high volumes, and many shape their CVs around keyword lists in the belief that software will reject them otherwise. If most of their readers are people, an over-optimised CV can hurt more than it helps.
What should graduates do now?
- Write for a human first. Use a clean layout and clear headings that any system can read, but keep sentences natural.
- Use words from the job advert where they honestly describe your experience. Do not stuff keywords.
- Show evidence: projects, placements, part-time jobs and results.
- If you use AI, edit the result heavily so it sounds like you.
- See our guides to CV length and free resume builders.
What should you take from the gap?
Plan for both readers. A CV that passes a simple parser and reads well to a busy recruiter covers either case. The survey suggests the human reader is still the one most graduates need to impress. Graduate employers are also adding live and in-person stages, as our report on AI cheating in graduate interviews explains, so your CV needs to match what you can show in person.
Source: The Reality Department, Do employers use AI to screen CVs?, 8 October 2026.
Keep this insight useful.
Share it with your network, save it for later, or create a signed affiliate link.
Creating or clicking a link does not create earnings. Only fraud-reviewed outcomes can allocate an existing eligible paid-ad-funded monthly pool.
About the author
Lutaf Junijo
Career Content Editor, World Careers Hub
Lutaf Junijo is the Career Content Editor at World Careers Hub and Dev Global Jobs. He writes and edits our guides on jobs, CVs, visas, salaries and careers abroad, and he runs our official social media. Every fact is checked against official and trusted sources, named in the post, and errors are corrected as soon as readers report them.
