Insurance underwriters
Insurance underwriters identify and measure the risks associated with an activity, determine whether this risk is insurable and issue insurance policies which provide financial compensation in the event of loss.
Task Bundle Breakdown
How AI interacts with this occupation's task bundle
Task-by-Task Breakdown
Every task scored individually — sorted highest to lowest AI exposure
calculates premiums, provides quotations and, if acceptable to the client, issues policies
Automated underwriting engines and AI pricing tools (used by insurers like Zurich and Aviva) can calculate risk-adjusted premiums, generate quotations, and issue standard policies with minimal human input.
receives and assesses proposals and propositions for insurance from brokers and clients
AI platforms like Shift Technology and Cytora can automatically ingest, parse, and triage submission data from brokers, flagging completeness and routing proposals based on risk class.
identifies and evaluates the risks associated with a proposal
AI risk models (e.g., Cape Analytics for property, or insurer-specific ML models) can quantify many standard risks rapidly, but complex or novel risks still require human judgment and contextual expertise.
ensures that the insurance policy clearly defines the liabilities accepted and any exceptions or exclusions
AI-powered contract analysis tools like Kira or Harvey can review policy wording, flag ambiguous clauses, and suggest standard exclusion language, though final legal and commercial decisions remain with the underwriter.
negotiates terms of reinsurance contracts
AI can model reinsurance structures and analyse treaty terms at scale, but the negotiation itself involves relationship dynamics, market positioning, and strategic judgment that AI cannot replicate.
liaises with insurance surveyors, actuaries and risk managers where the risks associated with a proposal are not clear
AI can prepare briefing notes and summarise relevant data ahead of meetings, but the actual negotiation and relationship management with surveyors, actuaries, and risk managers requires human communication and trust.
ROI Calculator
Insurance underwriters
This is not a pay rise — it's 855 hours of productive capacity that AI could return to you, valued at your current rate.
The portion of your current salary tied to tasks AI can automate or augment. Not a prediction of job loss — a signal of where your role is changing fastest.
How is this calculated?▾
Task weights — each task is weighted by its O*NET frequency rating. Where frequency data is absent, equal weighting is applied.
AI time reduction — tasks scored as "AI Automates" assume 80% time saving; "AI Assists" assumes 40%; "Human-Led" assumes 5%.
Salary equivalent — annual hours saved × (salary ÷ 1,800 working hours/year).
Value at risk — salary × share of role time in AI-automate or AI-assist tasks.
Figures are indicative estimates for planning purposes, not guarantees of productivity gain or job loss risk.