medium risk

Insurance Adjusters, Examiners, and Investigators

Also known as: Accident Investigator, Adjuster, Adjustment Clerk, Appraiser, Arson Investigator, Auto Claims Adjuster, Benefit Authorizer, Bodily Injury Adjuster, Building Appraiser, Catastrophe Claims Supervisor

Investigate, analyze, and determine the extent of insurance company's liability concerning personal, casualty, or property loss or damages, and attempt to effect settlement with claimants. Correspond with or interview medical specialists, agents, witnesses, or claimants to compile information. Calculate benefit payments and approve payment of claims within a certain monetary limit.

Higher risk than 71% of occupations

AI Impact Summary

Insurance Adjusters, Examiners, and Investigators faces moderate AI displacement risk with a score of 41/100. This occupation has higher AI displacement risk than 71% of all analyzed occupations. Of 13 analyzed tasks, 6 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable

AI-Resistant

AI-Augmented

AI-Vulnerable

Reading Comprehension10%

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

Information Ordering5%

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

AI-Resistant

Negotiation85%

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

Social Perceptiveness90%

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

+14 more skills

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma6%

Some College25%

Post-Secondary Certificate7%

Associate's Degree13%

Bachelor's Degree35%

Master's Degree14%

Prior Experience Needed

Work experience required to enter this job

None21%

Up to 1 month7%

6 months - 1 year11%

1-2 years20%

2-4 years24%

4-6 years7%

6-8 years2%

8-10 years2%

Over 10 years7%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month11%

1-3 months30%

3-6 months22%

6 months - 1 year22%

1-2 years7%

2-4 years2%

6-8 years7%

How AI Impacts Each Task

13 tasks analyzed

Examine claims forms and other records to determine insurance coverage.

Risk: 85.2%AI: 90Time: 12%

Investigate and assess damage to property and create or review property damage estimates.

Risk: 55.0%AI: 70Time: 12%

Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.

Risk: 29.0%AI: 35Time: 15%

Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.

Risk: 55.0%AI: 70Time: 12%

Negotiate claim settlements and recommend litigation when settlement cannot be negotiated.

Risk: 23.0%AI: 20Time: 10%

Task	AI Capability	Risk	Time %
Examine claims forms and other records to determine insurance coverage.	90	85.2%	12%
Investigate and assess damage to property and create or review property damage estimates.	70	55.0%	12%
Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.	35	29.0%	15%
Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.	70	55.0%	12%
Negotiate claim settlements and recommend litigation when settlement cannot be negotiated.	20	23.0%	10%

Protective Factors

Total protective discount: 24.4%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityStress ToleranceIntegritySelf ControlCooperationInitiativeAdaptability/FlexibilityAnalytical ThinkingIndependenceAchievement/EffortPersistence