The wider UK labour market is quiet, and that shapes what insurers face when they go looking for capital modelling talent. The Low Pay Commission describes the market as 'low hire, low fire', with weaker recruitment, only slight rises in redundancies, and vacancies now sitting below pre-pandemic levels Low Pay Commission Report 2025, GOV.UK. In practice that means fewer people are moving jobs, so the specialists you want are often not actively looking.
There are bright spots for the skills insurers rely on. The largest volume increase in vacancies recently came in the professional, scientific and technical activities sector, which rose by 5,000 ONS – Vacancies and jobs in the UK: November 2025. Capital modelling sits squarely in that band of technical, analytical work, so competition for the right people stays real even in a subdued market.
Demand for data and modelling skills is also climbing across the economy. Employers took a cautious approach to hiring through 2025, but there were clear demand hotspots for specialist skills including AI, data and analytics Computer Weekly (tech recruitment outlook 2026). Insurers building or maintaining internal capital models are hiring from the same shallow pool as banks, consultancies and tech firms.
Capital modelling roles blend actuarial judgement with heavy quantitative and data work, and that combination is where the squeeze bites. The pattern in adjacent professions is telling: in engineering, entry-level hiring has fallen to -19% while senior hiring sits at -10%, a nine-percentage-point gap GOV.UK - A snapshot of entry-level hiring in the UK. When firms cut back on junior hires, they thin the pipeline that later produces senior modelling specialists.
That junior gap is not isolated. Adzuna has recorded a 30% drop in UK entry-level job postings since ChatGPT launched, with graduates facing the toughest market since 2018 techUK – What's actually happening with entry-level and graduate jobs?. For insurers this matters because capital modelling teams have traditionally grown their own talent, training analysts up through Solvency II reporting, validation and model change over several years.
The data skills wrapped around modelling are in fierce demand too. Demand for AI skills rose nearly 200% in a year, with London accounting for 80% of AI-related job postings The Register (Accenture data). Capital modellers who can code, automate and work with modern data tools are being courted from every direction, which is why the strongest profiles rarely stay on the market for long.
Start by defining the role tightly. Capital modelling covers a wide span, from building and parameterising internal models to validation, stress testing and regulatory reporting. Be clear about which slice you need and which qualifications and tools are genuinely essential, so your shortlist is judged against real requirements rather than a wish list. In a low-hire market you win by being precise, not by casting the widest possible net.
Move quickly once you find the right person. With the market described as 'low hire, low fire' Low Pay Commission Report 2025, GOV.UK, the specialists worth hiring are usually passive and weighing a counter-offer. A slow, multi-stage process loses them. Compress interviews, give feedback fast, and make your decision within days rather than weeks.
Widen the pool and build the pipeline you'll need later. With junior hiring falling across technical fields GOV.UK - A snapshot of entry-level hiring in the UK, firms that keep training analysts, and that consider people from adjacent quantitative and data backgrounds, protect themselves against the next shortage. Look at nearly-qualified actuaries and strong data professionals who can grow into full modelling roles, not only the finished article.
This is where we can help. We search a database of 15 million candidates to surface capital modelling and actuarial profiles fast, then rank a shortlist so you can focus on the people who genuinely match the role you've defined. Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost. Ready to see your shortlist? Tell us about the role and Reed.ai will get started.
