A Insurance Underwriter carries a 64/100 AI replacement risk (medium). AI can already handle risk scoring; Complex / large risks still needs a person. Of exposed work, ~62% is automation vs 38% augmentation. Capability clock: ~1.0 years (2027). (ReplacedYet AI-Risk Index, 2026 data.)

Will AI replace a Insurance Underwriter?

AI replacement risk: 64/100 (medium risk). Moderate exposure — AI automates routine parts; judgment and relationships remain human.

Timeline: 2028–2031. Of the exposed work, roughly 62% is likely to be automated and 38% augmented. $5.3B/yr of US wages sit in highly-exposed work for this role.

AI/software exposure: 72%. Robot/physical-automation exposure: 0%.

Capability clock: AI's measured task horizon reaches this role's core complexity (~36.1h of human work) ~1.0 years (2027) — projected from METR's ~4.3-month doubling.

Pressure Index: 66/100 (medium) — blends risk, demand trend, and real-world evidence. Job postings down 28% vs 2020.

AI tools targeting this role

• Cytora — automated risk assessment and submission triage
• Akur8 — AI-driven insurance pricing and modeling

Layoff signal: high — Automated risk scoring and straight-through underwriting have reduced demand for routine underwriting roles.

Then vs. now: the 2013 Oxford study scored this 99%; our 2026 index scores it 64% (a fall of 35 points).

Tasks at risk

• Risk scoring — Models price risk automatically.
• Application review — Automated decisioning.
• Standard policy issuance — Straight-through processing.

Tasks that still need a human

• Complex / large risks — Judgment for unusual cases.
• Broker relationships — Trust-based dealings.

Skills that protect you

• Complex risk specialization — Non-standard underwriting.
• Model governance — Oversee automated decisions.
• Broker / client management — Relationship work.

Safer adjacent careers

Personal Financial Advisor (28%) · Financial Manager (29%) · Securities Trader (29%) · Bank Teller (43%)

Related jobs

Underwriter (66%) · Mortgage Loan Processor (68%) · Accounts Payable Clerk (68%) · Tax Preparer (69%)

Category: Finance · Methodology · Download the dataset

ReplacedYet AI-Risk Index. Last updated 2026-06-26. AI-estimated and directionally useful, not a guarantee.