LiveThursday · 22 October 2026Vol. VIII · No. 295
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Is an 'AI war' complicating your job search?

How fair are AI recruitment tools that help decide our future, and what happens when we click "apply"?

I have lost track of the number of people who have told me they have applied for hundreds of jobs, only to be met with rejection after rejection.

Often, they said it felt like a human had not even looked at their applications.

There are lots of different types of recruitment tools. Some match candidates to jobs, others grade and screen CVs. Employers use them to save time sifting through applications, but there are growing concerns that these tools could be biased.

I want to find out how fair AI recruitment tools being used to help decide our futures really are - and what happens when we click "apply".

What is the 'AI war' in recruitment?

A London-based non-profit organisation, People Like Us, is raising awareness of people's legal right to challenge automated decisions when they disagree with the outcome.

A survey conducted by Censuswide among 2,000 UK workers who had applied for at least one job in the past 24 months found that 75% were unaware of their right to challenge an automated rejection.

Sheeraz Gulsher, CEO of People Like Us, is leading the campaign called Reject the Rejections, which calls on employers to improve transparency and accountability in the use of AI and automated recruitment systems.

He describes the current situation as an "AI war", with candidates "resorting to AI to bolster their applications" while "employers are dealing with huge amounts of applications".

Gulsher said: "We can't say for certain that every company is operating its automated or AI systems without bias. That's why we're calling for companies to audit these systems, publish the results and have them independently assessed.

"In our research, we found guidance from the Information Commissioner's Office, external stating that people subject to certain automated decisions have the right to request a human review. We're trying to remind people of that right, as many simply aren't aware of it."

The research also found 70% of ethnically diverse jobseekers had altered or concealed information on their CVs, including their country of origin, religion or name, out of fear that recruitment software or AI tools would reject their applications. This compares with 57% of white candidates.

Would people ask for a human review?

Business consultant Vivi, who lives in Lewisham, was made redundant earlier this year. She says she has applied for so many jobs that she's given up and started her own company.

"There's one instance where applications closed on Friday and I got a reply on a Saturday morning basically saying that I should work on my skills and come back in six months. But it was so obvious that nobody had assessed my skills."

If she had known she could ask for a human to review her application, she might have done things differently.

Is an 'AI war' complicating your job search?

"I would definitely go back and ask for a human to look at my application and if it is a 'no', that's fine, but feedback helps me as a jobseeker."

Hema, 49, from Surrey, is an HR and talent professional who has worked internationally across multiple sectors.

She was made redundant in June and has since tracked more than 100 job applications and recruitment opportunities.

"A lot of them have been automatically rejected within 24 to 36 hours."

She added: "I've always landed a job in 10 applications, so to be nearing 100 is completely out of this world."

While she is "hesitant" about asking for a human review in case she jeopardises her application, she believes "a human recruiter can see the fuller picture".

"If you've got an in-house recruitment team, they know the culture, they can see the type of language that you're using in your CV, in your cover letter, during a phone screen."

How much do recruiters use AI?

Of the 425 recruiters CV Library spoke to, about 90 said they used AI in the CV screening stage.

Alec Stanwell, director of marketing, believes there is a "perception gap".

"Candidates almost universally believe that employers are using AI to screen their CVs, filter them and to screen them as they go through the process and that is happening but nowhere near as much as candidates think it is.

"That perception gap is a problem because candidates are now writing their CVs, and applications, through the lens of 'an AI bot is going to be reviewing this rather than a human'.

He adds this is a problem because recruiters are seeing all CVs look the same because "they're all written by AI, or polished by AI".

He says this creates a "perfect storm" because AI is then more likely to be used to filter through a large volume of applications.

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