Work's Not Working... Let's Fix It!

Recruitment is broken. AI is making it worse – Paul Sweeney

• Sian Harrington • Season 3 • Episode 7

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0:00 | 34:02

Recruitment has become a miserable experience for almost everyone. Candidates send hundreds of applications into automated systems and hear nothing back. Employers face floods of AI-generated CVs while screening algorithms attempt to identify the best people from an increasingly indistinguishable pool of applicants.

And now we're using more AI to make the process faster. But are we actually making better hiring decisions?

In this episode of Work's Not Working… Let's Fix It!, Siân Harrington sits down with Paul Sweeney, former FTSE 100 chief strategy officer and author of Magnetic Nonsense, to ask whether recruitment needs a complete rethink.

Paul argues that traditional job descriptions often bear little resemblance to the work people actually do. CVs reward candidates who know how to present themselves and interviews favour those who can tell convincing stories. Add AI screening to the mix and organisations risk filtering out precisely the curious, creative and unconventional people they claim to want.

From the teaching assistant whose most valuable work never appears in her job description to young people struggling to get past automated screening, Paul challenges some deeply embedded assumptions about how we identify talent.

But he also offers alternatives. Could reverse auditions give candidates a more honest picture of the job? Could simulations tell us more about someone's abilities than a traditional interview? And could HR use AI to challenge its own assumptions and test better ways of working?

It's a provocative conversation that goes beyond recruitment to question the evidence behind familiar HR practices, the meaning of culture fit and the responsibility organisations have to protect human potential.

Key takeaways

  • AI is accelerating an already flawed recruitment process. Automating CV screening may reduce administrative effort but that doesn't necessarily mean better hiring decisions.
  • Job descriptions often fail to capture real work. The judgement, creativity and human relationships that make someone effective can be almost impossible to describe in a conventional job specification.
  • Recruitment may reward sameness. When selection systems favour familiar qualifications and career histories organisations risk overlooking people who think differently or have taken unconventional paths.
  • Interviews can favour performance over ability. Paul explores how realistic simulations and scenarios could help employers understand how candidates actually think and respond.
  • Young people face particular challenges. Traditional CV screening can overlook evidence of curiosity, initiative and potential among those with limited employment experience.
  • Culture fit deserves more scrutiny. If an organisation wants to change its culture, why does it keep recruiting people who fit the existing one? Paul also challenges whether culture is the right explanation for workplace problems rooted in power and hierarchy.
  • HR can lead the rethink. Paul advocates small recruitment experiments, more critical examination of evidence and greater attention to the conditions that shape people's experience of work.

Paul doesn't pull his punches, particularly when discussing HR. But behind the criticism is a constructive challenge: how often do organisations test whether their established people practices actually deliver the results they promise?

Whether you're an HR leader, a hiring manager or someone frustrated by the experience of looking for work this episode will make you question what recruitment is really designed to achieve – and what we could do differently.

Interested in insights about people leadership, HR and the future of work?
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