Financial services is pulling in more senior, more qualified people, and the data shows it. In the sector, recruitment was generally for Regulatory Qualification Framework (RQF) 6+ roles, rather than RQF 3 to 5, according to GOV.UK's Temporary Shortage List Stage 2 report. That tilt towards higher-level qualifications tells us something plain: firms want people who can judge, not just process.
At the same time, the way employers build AI capability is shifting towards earlier-career routes. Apprenticeships have risen from 3% of AI hires in 2020 to 19% in 2025, as reported by GOV.UK's AI Labour Market Survey 2025. Insurance sits right where those two trends meet: regulated, judgement-heavy work, and a growing appetite to train AI skills in from the start.
Agent oversight is the new line on the job description. It means supervising the AI agents that triage claims, draft quotes and answer customers: reading their output, spotting where they go wrong, and stepping in before an error reaches a policyholder or a regulator. It is less about writing code and more about applied judgement under rules.
That maps neatly onto where the sector is hiring. With recruitment weighted towards RQF 6+ roles rather than RQF 3 to 5, per GOV.UK's Temporary Shortage List Stage 2 report, insurers need people who can hold an AI system to account and explain its decisions. Apprenticeships are becoming the way to grow that skill, mirroring the jump to 19% of AI hires in 2025 shown by GOV.UK's AI Labour Market Survey 2025. The apprentice who can audit an agent's reasoning is quickly becoming the most useful person on the floor.
Start by writing the skill down. Agent oversight is not a vague AI label: it is the ability to check an agent's output against policy, catch bias and error, document decisions and escalate when something looks off. Put that in the role, and screen for it directly.
Then move quickly. Strong people who combine regulated-sector judgement with comfort around AI are in demand across financial services, so a slow, vague process loses them. Clarity on the skill plus speed to interview is the combination that wins.
This is where we help. We search a database of 15 million candidates to find people who combine regulated-sector judgement with the AI-oversight instincts insurers now need, and we manage the hire end to end. Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost. If you are building an oversight-ready team, start a role with Reed.ai today and see your shortlist.
