Graduate developers grow quicker working with agents

Graduate developers grow quicker when they work alongside AI agents because the agents handle repetitive groundwork, freeing juniors to learn judgement, review decisions and ship real code sooner.
Author

Wajahat Abbasi

Job Title

Lead Developer

What's happening to engineering hiring in the UK right now?

The entry-level end of engineering is under real pressure. In engineering, entry-level hiring has fallen to -19% while senior hiring sits at -10%, a 9-percentage-point gap, according to a 2026 GOV.UK snapshot of entry-level hiring. That gap matters: it tells us employers are still backing experienced people but pulling back hardest on the roles that build the next generation of engineers.

The wider tech picture echoes this. The UK tech sector cut graduate jobs by 46 percent in the past year, with a further 53 percent drop projected, according to figures from the Institute of Student Employers reported by The Register. And techUK notes that Adzuna has seen a 30% drop in UK entry-level job postings since ChatGPT's launch, with graduates facing the toughest job market since 2018.

Here's the question worth asking: if agents can do the routine work juniors once cut their teeth on, does hiring graduates still make sense? We think it does, and the data on how people are entering the sector backs that up.

How are the roles and routes into engineering changing?

The way people get in is shifting, not closing. The DSIT AI Labour Market Survey 2025 shows apprenticeships have risen from 3% of AI hires in 2020 to 19% in 2025. That's a sixfold jump in five years, and it signals a clear move towards earn-while-you-learn routes where people build skills on live work.

This is the dynamic behind the headline. When a graduate developer works with an agent, the agent drafts boilerplate, writes first-pass tests and surfaces documentation in seconds. The junior spends less time on mechanical tasks and more time on the parts that actually grow an engineer: reading code critically, questioning an approach, deciding what good looks like and owning the outcome. The agent becomes a tireless pair, and the human learns judgement faster.

So the role of a junior isn't disappearing. It's moving up a level, sooner. That changes what you should hire for.

How do you hire engineering talent well in this market?

Start by hiring for the things agents can't replace. Curiosity, the ability to reason about trade-offs, and the habit of asking why before writing a line of code. With entry-level hiring down and graduate postings falling, the risk isn't a shortage of applicants. It's filtering for the people who'll grow fastest alongside your tools.

  • Write for potential, not just a checklist: name the problems a junior will solve, not every framework they must already know.
  • Test judgement, not recall: ask people to review or improve existing code, which is closer to how they'll work with an agent.
  • Value learning routes: apprenticeship and self-taught paths are growing, so widen your definition of a strong background.
  • Set up a strong first three months: pair new developers with agents and senior reviewers so they ship real work early and learn by doing, building on the shift towards live-work learning GOV.UK / DSIT – AI Labour Market Survey 2025 report.

Hire this way and a quieter graduate market becomes an opportunity: you can bring in sharp people who grow quickly, instead of competing only for scarce senior hires.

Where does our recruitment agent fit in hiring graduate developers?

We built Reed.ai to make this easier. We search 15 million candidates, rank a shortlist in under 30 seconds, contact matched people in under a minute and can book an interview in under three minutes, so you reach promising junior engineers before the market does. Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost. It's free for the people looking for work. Start hiring your next graduate developer today.

Sources

Wajahat Abbasi
Share