Small language models change IT delivery hiring

Small language models are pushing IT delivery teams to hire fewer generalist juniors and more specialists in AI, data and systems design, so the smart move now is to rethink team shape rather than headcount alone.
Author

Jordan Van Tonder

Job Title

Strategy and Delivery Lead

What is the state of IT delivery hiring right now?

The picture is split. Entry-level work is shrinking fast while specialist demand climbs. 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. The wider entry-level market tells a similar story, with a 30 percent drop in UK entry-level job postings since ChatGPT's launch as techUK reports from Adzuna data.

At the same time, businesses are not stepping back from skilled hires. Across a subdued 2025, firms took a cautious approach but kept demand hotspots open for specialist tech skills including AI, data, enterprise applications and cyber security as Computer Weekly's tech recruitment outlook sets out. Small language models sit right in the middle of this shift: they automate routine delivery work, so the roles that remain are the ones that need judgement, context and design.

Which IT delivery roles are growing and which are under pressure?

The clearest growth is in AI itself. Demand for AI skills increased nearly 200 percent in a year, with London accounting for 80 percent of AI-related job postings and nearly two-thirds of all UK technology vacancies according to Accenture data reported by The Register. Roles that shape how systems are built are also in short supply: IT business analysts, architects and systems designers, a group of around 193,000 workers, are among the occupations in critical demand in the GOV.UK Occupations in demand 2025 data.

The pressure falls hardest on early-career routes. In engineering, entry-level hiring has fallen to -19 percent while senior hiring sits at -10 percent, a nine-percentage-point gap in a GOV.UK snapshot of entry-level hiring. Retention adds another layer of risk: 79 percent of UK technical professionals plan to change employers in 2026 according to recruitment firm Rise Technical's 2025/26 Insights Report. So the people you most want to keep are also the people most likely to move.

How do you hire well for IT delivery as small language models reshape the work?

Start with the shape of the team, not the headcount. If small language models handle routine code, test scaffolding and first-draft documentation, your next hire should add the skills a model cannot: systems design, data judgement and the ability to translate a business problem into a delivery plan. That points squarely at the specialist roles still in critical demand in the GOV.UK Occupations in demand 2025 data.

Move quickly, too. In a market where specialists are scarce and most are open to a move, a slow process loses the best people. Clear role scope, a short interview loop and fast feedback do more to win a specialist than any perk.

Where does the right recruitment partner fit into IT delivery hiring?

When you know the shape of the team you need, we help you fill it fast. We search a database of 15 million candidates to surface and rank specialists in AI, data and systems design, so you see matched people in minutes rather than weeks. Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost. Tell us the role you're shaping and Reed.ai will build your shortlist today.

Sources

Jordan Van Tonder
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