The appetite for AI on the plant floor is strong, but the skills to run it are not keeping pace. 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 a 2026 Make UK report on AI, skills and the future of UK manufacturing. That gap matters when agentic systems, the kind that tune energy use in real time, need people who can supervise and trust them.
The demand signal is clear in the wider skills data. 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. Those are the thinking and judgement skills agentic tooling leans on.
Meanwhile the UK is starting from behind on automation itself. The country ranks just 24th in global robotics density, and targeted innovation and digital investment could add £150 billion to the UK's GDP by 2035 Make UK's Making it Smarter report. Government analysis tells the same story: the UK was using only 101 robots per 10,000 workers in 2020 the UK government's Smart Machines Strategy 2035. The runway for agentic energy tuning is long, and so is the hiring task behind it.
Agentic energy tuning moves the human role from the dials to the dashboard. Instead of manually adjusting load, temperature or scheduling, people set the goals, watch the agent's decisions and step in when something looks wrong. That is why demand is tilting towards cognitive and meta-cognitive skills, which 74% of manufacturers expect to rise by 2030 Make UK's 2030 Skills: Closing the Gap report.
Rather than hiring entirely new teams, many firms plan to reshape the ones they have. 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. The emerging mix blends process engineering, data literacy and energy knowledge with the judgement to oversee an autonomous system.
The cost of not filling these roles is already visible. In 2025 there were 55,000 unfilled long-term vacancies in UK manufacturing, costing the economy £6bn in lost output every year the Make UK Industrial Strategy Skills Commission Report 2025. Every one of those gaps slows the move to smarter, more energy-efficient plants.
Start by recognising recruitment is a growth barrier in its own right, not just a background task. Manufacturers' top barriers to growth are skills shortages (75%), recruitment (36%) and talent retention (32%) Barclays Corporate's analysis of the skills shortage in UK manufacturing. So treat hiring for agentic roles as a core part of your AI programme, planned at the same time as the technology.
Hire for judgement, not just tool knowledge. Agentic energy tuning rewards people who can question an automated decision, read the data behind it and act fast. Write job specs around supervising and interpreting systems, and weight your interviews towards reasoning and problem-solving over familiarity with any one platform.
Then combine buying and building. With 40% of manufacturers planning to upskill their existing workforce for redeployment the Make UK Executive Survey 2026, the strongest teams pair targeted external hires with internal people who already understand the plant. That protects knowledge, speeds adoption and widens the pool you can draw from.
When you need those skills quickly, we can help you find them. We search a database of 15 million candidates to surface people who match the roles behind agentic energy tuning, from process engineers to data-literate plant supervisors, and we manage the process end to end. 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 the role you are building and we will start shortlisting today.
