Demand is high and the pipeline is tight. 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, according to Make UK's Making it Smarter report. That gap is a chance, not a ceiling: there is room to automate, and someone has to commission the systems that do it.
The hiring squeeze is real. 76% of engineering employers struggle to recruit for key roles, with technical and specialist sustainability skills topping the list, reports the Institution of Engineering and Technology. The entry-level route is thinning too: in engineering, entry-level hiring has fallen to -19% while senior hiring sits at -10%, a 9-percentage-point gap, according to a GOV.UK snapshot of entry-level hiring.
Commissioning used to mean proving a line works before handover. Now AI agents run tests, tune parameters and flag faults, and the engineer's job widens to checking that work, spotting when the agent is wrong, and keeping accountability with a human. That shift tracks the wider change: six in ten (59%) manufacturers cited automation and half (50%) cited wider digitalisation as trends changing jobs and skills, and 74% expect demand for cognitive and meta-cognitive skills to increase by 2030, according to Make UK's 2030 Skills report.
Reasoning, judgment and the ability to question a machine's output now sit at the centre of the role. The UK's robot use underlines why: it used only 101 robots per 10,000 workers in 2020, substantially lagging internationally, as the Smart Machines Strategy 2035 reports from International Federation of Robotics data. As that number climbs, oversight becomes a daily task, not an occasional one.
Start by splitting the role into two skill sets: the hands-on commissioning craft, and the judgment to supervise an AI agent. Test for both. Ask candidates to walk through a case where a system gave a confident but wrong result, and listen for how they caught it. That skill is learnable, which is why 40% of manufacturers are looking to upskill their existing workforce, specifically for redeployment as a result of automation and digitalisation, according to Make UK's Executive Survey 2026.
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