AITakeover Tracker
46%medium risk

Insurance Underwriters

Review individual applications for insurance to evaluate degree of risk involved and determine acceptance of applications.

Higher risk than 86% of occupations

AI Impact Summary

Insurance Underwriters faces moderate AI displacement risk with a score of 46/100. This occupation has higher AI displacement risk than 86% of all analyzed occupations. Of 8 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

6

AI-Vulnerable

7

AI-Resistant

5

AI-Augmented

AI-Vulnerable

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

AI-Resistant

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma10%
Post-Secondary Certificate7%
Associate's Degree10%
Bachelor's Degree70%
Master's Degree3%

Prior Experience Needed

Work experience required to enter this job

None40%
1-2 years20%
2-4 years27%
4-6 years10%
6-8 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months10%
3-6 months37%
6 months - 1 year33%
1-2 years17%
2-4 years3%

How AI Impacts Each Task

8 tasks analyzed

Examine documents to determine degree of risk from factors such as applicant health, financial standing and value, and condition of property.

Risk: 57.0%AI: 75Time: 30%

Decline excessive risks.

Risk: 55.0%AI: 70Time: 5%

Write to field representatives, medical personnel, or others to obtain further information, quote rates, or explain company underwriting policies.

Risk: 35.0%AI: 50Time: 20%

Evaluate possibility of losses due to catastrophe or excessive insurance.

Risk: 57.0%AI: 75Time: 15%

Review company records to determine amount of insurance in force on single risk or group of closely related risks.

Risk: 85.2%AI: 90Time: 15%

Protective Factors

Total protective discount: 22.3%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAttention to DetailAnalytical ThinkingDependabilityAchievement/EffortStress ToleranceCooperationSelf ControlInitiativeAdaptability/FlexibilityPersistenceIndependence

Wage & Employment (2024)

Median Wage

$79,880

per year

Mean Wage

$90,830

per year

Employment

108K

workers

Wage Range

$51,640 - $138,020

10th - 90th pct

Wage Distribution

$51,640Median: $79,880$138,020
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