Finding the right engineers is hard, and the data backs that up. The Institution of Engineering and Technology reports that 76% of engineering employers struggle to recruit for key roles, with technical and specialist sustainability skills topping the list. Demand is concentrated too. Computer Weekly's tech recruitment outlook describes a cautious 2025, with demand hotspots for specialist skills including AI, data, enterprise applications and cyber security.
So the picture is clear: fewer broad hires, more pressure to find people with the exact skills that move projects forward. The way work gets done is shifting as well. Make UK found that six in ten (59%) manufacturers cited automation and half (50%) cited wider digitalisation as trends changing jobs and skills needs. The same report notes that 74% expect demand for cognitive and meta-cognitive skills to increase by 2030. Those thinking skills, how someone frames a problem and plans a solution, are exactly what agent-ready development depends on.
Two shifts matter if you want developers who can direct AI agents well. First, people are on the move. Rise Technical's 2025/26 Insights Report found that 79% of UK technical professionals plan to change employers in 2026, based on a survey of over 500 employers and 1,000 candidates. A restless market means strong scoping talent is available, but you have to move quickly to secure it.
Second, how teams build talent is changing. The GOV.UK AI Labour Market Survey 2025 shows apprenticeships rose from 3% of AI hires in 2020 to 19% in 2025. That tells us you can grow scoping skills in-house, not only buy them. Someone who writes a clear ticket, defines acceptance criteria and reviews output critically is doing the same work whether they manage a junior colleague or an AI agent.
Scoping work for an agent is a skill you can test for. The best developers turn a vague goal into a set of small, verifiable steps, so you want your hiring process to surface that habit rather than guess at it.
Here is a practical approach that works across most engineering teams:
Hire for the thinking, not just the syntax. An engineer who explains their reasoning clearly, writes precise requirements and owns the outcome will get far more from AI agents than one who only writes fast code. With so many professionals planning to move, a sharp, quick process gives you the edge.
We search 15 million candidates to find developers who can scope work clearly and direct AI agents with confidence. You get a ranked shortlist in under 30 seconds and matched people contacted in under a minute, so you can book interviews fast and hire in days, not weeks. 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 you need and start today.
