Automation agencies rethink the skills brief

Automation hiring is shifting from narrow tool-based job specs towards broader cognitive, adaptable skills, because the biggest barrier to adoption is now people, not technology.
Author

Wajahat Abbasi

Job Title

Lead Developer

What does automation hiring look like in the UK right now?

The demand is real, but the supply is stuck. 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 and Make UK's 2026 report on AI, skills and UK manufacturing. So the technology is ready before the workforce is, and that gap is now the thing holding projects back.

The pull towards AI roles is sharp. Demand for AI skills increased nearly 200% in a year, with London accounting for 80% of AI-related job postings and nearly two-thirds of all technology vacancies in the UK Accenture data reported by The Register. Even in a cautious market, businesses created demand hotspots for specialist tech skills including AI, data, enterprise applications and cyber security Computer Weekly's 2026 tech recruitment outlook.

Longer term, the scale is large. For 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 the government's AI Skills for Life and Work projections. That tells us hiring volume will stay high for years, not months.

Which roles and dynamics are reshaping the automation brief?

The old brief listed specific tools. The new brief leans on thinking. 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. In plain terms, meta-cognitive skills means knowing how to learn, adapt and solve problems you have not seen before.

Employers are also building talent rather than only buying it. 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 Make UK's Executive Survey 2026. The entry route is changing too: apprenticeships have risen from 3% of AI hires in 2020 to 19% in 2025 the government's AI Labour Market Survey 2025.

Retention is the other half of the dynamic. 79% of UK technical professionals plan to change employers in 2026 Rise Technical's 2025/26 Insights Report, covering more than 500 employers and 1,000 candidates. When that many people are open to a move, a sharp, honest brief and a quick process matter more than ever.

How should you hire well for automation roles?

Start by rewriting the brief around outcomes, not tools. Ask what the person needs to achieve in the first six months, then describe the thinking skills that get them there. Given that 74% of manufacturers expect demand for cognitive and meta-cognitive skills to increase by 2030 Make UK's 2030 Skills report, someone who learns fast often beats someone who simply knows today's software.

Open more than one route in. With apprenticeships up from 3% of AI hires in 2020 to 19% in 2025 the government's AI Labour Market Survey 2025, a mix of experienced hires, redeployed internal people and early-career talent spreads your risk. Pair hiring with upskilling: 40% of manufacturers already plan to retrain and redeploy staff Make UK's Executive Survey 2026.

Then move quickly and widen your reach. With 79% of technical professionals open to a move in 2026 Rise Technical's 2025/26 Insights Report and 80% of AI postings concentrated in London Accenture data reported by The Register, a slow process or a narrow search costs you the best people. Shortlist on evidence, interview on real problems, and keep every stage short and clear.

Where does our AI recruiter fit for automation hiring?

We built our AI recruiter to help you meet this moment. We search 15 million candidates to find people with the thinking skills and track record your automation roles need, and we manage recruitment end to end: a ranked shortlist in under 30 seconds, matched candidates contacted in under one minute, and an interview booked in under three minutes. Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost. Ready to rewrite your skills brief and meet the right people? Start a role with Reed.ai today.

Sources

Wajahat Abbasi
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