UK manufacturing is at a turning point on skills, and it's shaping who firms need to hire. More than half of manufacturers cite skills shortages as the main barrier to AI adoption, while only 2% say AI is widely embedded across their operations, according to The Manufacturer's coverage of the Make UK report. The appetite for technology is there, but the people who can run it safely are in short supply.
That gap sits against a clear ambition to automate. The UK ranks just 24th in global robotics density, yet targeted innovation and digital investment could add £150 billion to the UK's GDP by 2035, Make UK's Making it Smarter report estimates. When plants bring in agents that draft risk assessments, maintenance logs and compliance records, they still need experts who can confirm every line is correct. Verification becomes the job.
The shift is away from manual drafting and towards expert review. Six in ten (59%) manufacturers cited automation and half (50%) cited 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's 2030 Skills: Closing the Gap report found. Those cognitive skills, judgement, critical thinking and the ability to spot an error, are exactly what document verification needs.
Much of this capability will come from within. Some 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, the Make UK Executive Survey 2026 reports. Quality engineers, compliance leads and process technicians are moving into roles where they check machine-drafted output rather than start from a blank page.
Start by writing the job around the real task. If an agent drafts the first version of a document, the person you hire needs to read it critically, catch what's wrong and take accountability for the final sign-off. Screen for judgement and domain knowledge, not just software familiarity. Ask people to review a flawed sample document and explain what they'd change and why.
Then widen your search. With skills shortages the top barrier to AI adoption, you can't rely on a single local talent pool. Look for transferable experience from adjacent sectors, quality assurance, regulatory compliance and engineering, where people already work to standards and evidence their decisions. Pair any new hire with a clear upskilling path, since so many firms are redeploying existing staff into these exact roles.
When you need someone who can verify plant documents and own the sign-off, we help you find them fast. We search a database of 15 million candidates to surface people with the quality, compliance and engineering experience these roles demand, then rank a shortlist for you to review. Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost, through Reed.ai. Tell us what your plant needs and we'll get started today.
