Does it really make sense to retrain as a plumber?
It’s become the go-to advice for anyone whose white-collar job could be eliminated by AI — but it’s not very realistic
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Is a plumbing career the future?
Skilled trades regarded as safe from automation but still face social resistance
Will AI make it harder for non-graduates to climb the jobs ladder?
Gateway roles to white-collar work appear particularly exposed to disruption
What the AI ‘jobpocalypse’ narrative misses
Whether or not new technologies can perform a task is only a tiny part of the picture
The AI Shift: Do we really know which jobs are most at risk from AI?
How technology changes the world of work is not just a technical question — and never has been
Why recruiters are making interviews ‘AI-free zones’
Employers wading through job applications are returning to in-person and practical assessments
Women at the sharp end as AI takes over administrative roles
Female-dominated clerical work is among the most vulnerable to automation, and labour market losses are already being felt