What is the AI risk score for Insurance underwriter?

Insurance underwriter has an AI displacement risk of 51%, rated Very High. AI task overlap: 77%. Human advantage: 15%. Singapore demand buffer: 65%.

Structural pressure

51%

Very High Risk

Likely range

44–57%

Insurance underwriter

Professionals · SGD 6,991/mo (55% above median)

Insurance underwriter faces significant structural AI displacement pressure. high exposure with few human bottlenecks to slow adoption.

Compare

At Risk Medium Confidence

University Degree Higher risk than 91% of occupations

Pressure 51%

Market 65%

Confidence 72%

Human Moat Low

Evidence

3/4 sources Sources diverge Contested

Why This Score

AI Capability Overlap Increases risk

77% of tasks overlap with current AI

Human Coordination Reduces risk

15% human advantage from judgment & presence

Local Hiring Demand Reduces risk

65% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 37pp below theoretical exposure

These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.

Net Displacement Risk 51%

Exposure × (1 − Bottleneck) × Market Modifier. Band stability: watch. How this works

Tasks AI can handle

First-draft writing, summarizing documents, headline variations, background research, and social media copy generation.

Where humans stay essential

Source development, investigative interviewing, editorial judgment, fact-checking in ambiguous situations, and ethical/legal calls on publication.

Skills to focus on

Investigative VerificationSource-BuildingEditorial JudgmentBeat Expertise

Common tools in similar work

C++Microsoft AccessMicrosoft WindowsAnodas Software Limited Phoenix

Derived from matched O*NET technology-skill profiles.

Singapore Reality

Current Singapore signal

Labour now, industry footprint, and a directional 12-month read.

Weak market

The Professionals, Managers, Executives & Technicians labour market is weak. Vacancy rate is 3.1% and was essentially flat versus last quarter. recruitment is running above resignation (1.5% vs 0.9%). employer pressure is low.

Vacancy rate

3.1%

↓ 3.1% year-on-year

Hiring balance

1.5%

recruit vs 0.9% resign

Retrenchment

1.5 per 1,000

Low incidence

Professionals, Managers, Executives & Technicians data · Q4 2025 full

Top Industries

Where this work is concentrated

Public Administration & Education Services

111.0K

18%

Financial & Insurance Services

97.0K

↓ cooling

16%

Professional Services

80.1K

→ stable

Top 4 vacancy sector

13%

Industry vacancy overlays use the latest published detailed cross-tab (2025 QQ), which can lag the main labour monitor.

12-Month Outlook

Rule-based, not a prediction

Stable

Displacement Under Pressure

Augmentation At Risk

Demand Watch

Wage Pressure Watch

Methodology

What To Do Next

Offset potential: Medium Separate from the core score. This estimates how much demand, redesign room, and transition support could cushion pressure.

Insurance underwriter has some offset potential, but it depends on transition pathways holding up in practice and on workers clearing the main switching frictions.

Demand support: Low Transition support: Medium Reallocation room: Low Switching friction: High

What could slow it down