Demand for AI capability is climbing fast, and the briefs behind it are changing shape. Demand for AI skills increased nearly 200 percent in a year, with London accounting for 80 percent of AI-related job postings and nearly two-thirds of all technology vacancies in the UK according to Accenture data reported by The Register. That concentration tells you something sharp: the capability is scarce, and employers who describe exactly what they need are the ones who find it.
The automation story is just as clear in manufacturing. 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 in Make UK's 2030 Skills: Closing the Gap report. When the skills mix shifts this much, a brief built on a job title alone misses the point.
Looking further out, the scale is large. For the total of AI-related occupations, the net change ranges from approximately 696,000 jobs in the Automation Scenario to 1,072,000 in the Technological Opportunities Scenario, with replacement demand rising from 3,077,000 to 3,193,000 jobs across these scenarios in the UK government's AI skills labour market projections. Most of that hiring will be defined by the skills each role carries, not the label above the desk.
The friction sits on the skills side, not the technology side. 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 in The Manufacturer's coverage of Make UK research. So the brief that names the exact capability gap, from data handling to process automation to the human judgement around it, moves faster than one that asks for a generic profile.
Employers are also redrawing roles internally. 40% of manufacturers are looking to upskill their existing workforce, specifically for redeployment as a result of automation and digitalisation, and this figure increases for firms with more than 1,000 employees in the Make UK Executive Survey 2026. That redeployment only works when the target role is written as a list of skills someone can grow into, which is why skills lists now sit at the centre of the brief.
Start with the work, not the title. List the tasks the role actually does, then convert each task into a skill and mark it as essential or nice to have. Because 74% expect demand for cognitive and meta-cognitive skills to increase by 2030 per Make UK's 2030 Skills report, include the human skills too: problem solving, judgement and the ability to question a model's output, not just the tools.
A skills-led brief does double duty. It helps you hire from outside, and it shows you where to redeploy people you already have, which matters when 40% of manufacturers are looking to upskill their existing workforce for redeployment according to the Make UK Executive Survey 2026. The clearer your list, the faster every step that follows.
Once your skills list is ready, we match it against a database of 15 million candidates and surface a ranked shortlist against the capabilities you named. Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost. If you want to turn a skills list into a shortlist, build your brief with Reed.ai and let us do the matching.
