AITakeover Tracker
41%medium risk

Insurance Adjusters, Examiners, and Investigators

SOC: 13-1031.02 · Job Zone 3 (Medium preparation)

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.

Medium RiskEst. full displacement: 20382046high confidence
Raw task score: 54.1Protective discount: 24.4%13 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Insurance Adjusters, Examiners, and Investigators faces moderate AI displacement risk with a score of 41/100. Significant displacement is estimated between 2038 and 2046. Of 13 analyzed tasks, 6 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Wage & Employment (2024)

Median Wage

$76,790

per year

Mean Wage

$78,770

per year

Employment

305K

workers

Wage Range

$47,810 - $112,150

10th - 90th pct

Wage Distribution

$47,810Median: $76,790$112,150

Protective Factors

Total protective discount: 24.4%

Skill Analysis

AI-Vulnerable Skills (6)

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.

Mathematics10%

High reliance on Mathematics 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.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (7)

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.

Complex Problem Solving75%

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

Persuasion80%

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

Coordination70%

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

Manual Dexterity80%

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

Instructing75%

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

AI-Augmented Skills (5)

Critical ThinkingWritingActive LearningJudgment and Decision MakingSystems Analysis

Recommendations

Skills to Develop

These skills are at risk from AI automation. Insurance Adjusters, Examiners, and Investigators professionals should diversify beyond them.

  • Reading Comprehension

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

  • Information Ordering

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

  • Mathematics

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

  • Mathematics

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

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Negotiation

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

  • Social Perceptiveness

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

  • Complex Problem Solving

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

  • Persuasion

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

  • Coordination

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

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

13 tasks analyzed

Examine claims forms and other records to determine insurance coverage.

Routine CognitiveAI: 90Risk: 85.2Time: 12%

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

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 12%

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

Non-Routine InterpersonalAI: 35Risk: 29.0Time: 15%

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

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 12%

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

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 10%

Analyze information gathered by investigation and report findings and recommendations.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 10%

Prepare report of findings of investigation.

Routine CognitiveAI: 90Risk: 85.2Time: 8%

Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.

Non-Routine InterpersonalAI: 30Risk: 27.0Time: 7%

Refer questionable claims to investigator or claims adjuster for investigation or settlement.

Routine CognitiveAI: 90Risk: 85.2Time: 3%

Collect evidence to support contested claims in court.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 5%

Obtain credit information from banks and other credit services.

Routine CognitiveAI: 95Risk: 87.2Time: 2%

Examine titles to property to determine validity and act as company agent in transactions with property owners.

Routine CognitiveAI: 70Risk: 77.2Time: 2%

Communicate with former associates to verify employment record and to obtain background information regarding persons or businesses applying for credit.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

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Career Planning

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