If your best engineer spends half the day troubleshooting rework, the problem usually isn't the engineer. It's the gap underneath them. And that gap is widening across the sector. Over 50% of manufacturers cite skills shortages as the main barrier to AI adoption, and only 2% say AI is widely embedded across their operations The Manufacturer / Make UK – AI, Skills and the Future of UK Manufacturing.
The automation story makes the point sharper. The UK ranks just 24th in global robotics density, and targeted innovation and digital investment could add £150 billion to the UK's GDP by 2035 Making it Smarter: Global Lessons for Accelerating Automation and Digital Adoption in UK Manufacturing - Make UK. That potential only unlocks when you have people who can run, maintain and improve the machines. Right now, too few firms do, which is why skilled problem-solving keeps falling back on a handful of senior staff.
The lag is measurable. The UK used only 101 robots per 10,000 workers in 2020, which substantially lags international peers Smart Machines Strategy 2035 - GOV.UK. Fewer machines and thinner skills mean more manual intervention, and more rework calls routed to the one person who can fix anything.
The roles that keep a line stable are changing fast. Six in ten (59%) manufacturers cite automation and half (50%) cite wider digitalisation as trends changing jobs and skills needs, and 74% expect demand for cognitive and meta-cognitive skills to increase by 2030 Make UK – 2030 Skills: Closing the Gap. In plain terms, meta-cognitive skills are about how people think and solve problems, not just the tasks they perform.
That's exactly the profile you need to stop rework reaching your production engineer: people who can diagnose, adjust and prevent faults before they escalate. The sector knows this. 40% of manufacturers are looking to upskill their existing workforce, specifically for redeployment as a result of automation and digitalisation, and that figure increases for firms with more than 1,000 employees Make UK Executive Survey 2026.
Upskilling matters. But it takes time, and the rework calls arrive today. The faster route is hiring people who already hold those diagnostic and digital skills, so your senior engineers can step back from firefighting and focus on the work only they can do.
Start by defining the real problem. Rework calls sitting with one person is a workload and capability issue, so map which faults they handle most and which could sit with a well-chosen hire. That gives you a job brief grounded in what the line actually needs, not a generic spec.
The firms that pull ahead treat hiring as a way to protect their best people's time. Every fault a new hire can resolve is a call that no longer interrupts your production engineer.
This is where we help. We search a database of 15 million candidates and surface a ranked shortlist in under 30 seconds, so you see people with the diagnostic and digital skills your line needs without wading through irrelevant CVs. We contact matched candidates in under a minute and can book an interview in under three minutes, which keeps strong people in your process while they're still available.
Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost. That's it: no monthly fee, no upfront cost, and it's free for the people looking for work. You pay when you find the right person who takes rework off your engineer's desk. Reed.ai is built to get you there faster, so tell us the role and let's get started today.
