When AI Meets AI In Hiring

A recent UK news story highlighted how a completely AI-generated candidate reportedly secured a remote job.

On the surface, it feels like an unusual story. But it also hints at a much broader shift taking place in recruitment.

Increasingly, candidates are using AI to tailor CVs, write cover letters and prepare for interviews. At the same time, employers are adopting AI to screen applications, rank candidates and identify the strongest matches. In many cases, AI is beginning to evaluate content that has also been created or refined by AI.

The obvious advantage is efficiency. Recruiters can review larger volumes of applications more quickly, while candidates can spend less time rewriting CVs for every role they apply for. As both sides embrace the technology, however, a more interesting question begins to emerge.

Michelle Ansell from Douglas Jackson made an observation during a recent conversation that has stayed with me. AI is exceptionally good at identifying patterns, but some of the most interesting candidates are often the ones who don’t fit them.

People changing careers, returning to work after a break or following an unconventional path may not look like the strongest match when compared with historical data. Yet they are often the people who bring fresh perspectives, different experiences and new ways of thinking into an organisation.

As candidates become better at optimising applications with AI, and employers become more reliant on AI to filter them, recruitment risks becoming a contest between systems rather than a process of discovering people. The more both sides optimise for the same patterns, the greater the chance that those patterns simply reinforce themselves.

That doesn’t mean AI has no place in recruitment. Used well, it can reduce administrative burden, improve consistency and help recruiters focus their time where it matters most.

The challenge is making sure efficiency doesn’t come at the expense of discovery. Because the best candidate isn’t always the one who looks most like everyone who came before them.