AITakeover Tracker
37%medium risk

Claims Examiners, Property and Casualty Insurance

Review settled insurance claims to determine that payments and settlements have been made in accordance with company practices and procedures. Report overpayments, underpayments, and other irregularities. Confer with legal counsel on claims requiring litigation.

Higher risk than 72% of occupations

AI Impact Summary

Claims Examiners, Property and Casualty Insurance faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 72% of all analyzed occupations. Of 17 analyzed tasks, 5 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 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%

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

Mathematics10%

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

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 (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

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

Negotiation85%

Negotiation 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.

Social Perceptiveness90%

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

Coordination70%

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

Service Orientation82%

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

Persuasion80%

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

AI-Augmented Skills (7)

WritingCritical ThinkingJudgment and Decision MakingMonitoringActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Claims Examiners, Property and Casualty Insurance skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.1pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk+$5K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$5K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Training Provided After Hiring

How long it typically takes to learn on the job

None6%
Up to 1 month13%
1-3 months15%
3-6 months11%
6 months - 1 year17%
1-2 years25%
2-4 years8%
6-8 years5%

How AI Impacts Each Task

17 tasks analyzed

Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.

Risk: 49.9%AI: 57.15ObservedTime: 15%

Supervise claims adjusters to ensure that adjusters have followed proper methods.

Risk: 27.0%AI: 30EstimatedTime: 5%

Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

Risk: 55.0%AI: 70EstimatedTime: 8%

Resolve complex, severe exposure claims, using high service oriented file handling.

Risk: 47.0%AI: 50EstimatedTime: 10%

Pay and process claims within designated authority level.

Risk: 87.2%AI: 95EstimatedTime: 8%

Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

Risk: 47.2%AI: 50.58ObservedTime: 10%

Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.

Risk: 63.3%AI: 35.35ObservedTime: 8%

Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.

Risk: 88.0%AI: 97EstimatedTime: 6%

Confer with legal counsel on claims requiring litigation.

Risk: 27.0%AI: 30EstimatedTime: 4%

Conduct detailed bill reviews to implement sound litigation management and expense control.

Risk: 86.0%AI: 92EstimatedTime: 4%

Contact or interview claimants, doctors, medical specialists, or employers to get additional information.

Risk: 31.0%AI: 40EstimatedTime: 6%

Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.

Risk: 87.2%AI: 95EstimatedTime: 4%

Report overpayments, underpayments, and other irregularities.

Risk: 87.2%AI: 95EstimatedTime: 2%

Present cases and participate in their discussion at claim committee meetings.

Risk: 27.0%AI: 30EstimatedTime: 3%

Communicate with reinsurance brokers to obtain information necessary for processing claims.

Risk: 31.0%AI: 40EstimatedTime: 3%

Prepare reports to be submitted to company's data processing department.

Risk: 66.7%AI: 43.65ObservedTime: 2%

Attend mediations or trials.

Risk: 17.0%AI: 5EstimatedTime: 2%

Protective Factors

Total protective discount: 32.3%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityDependabilityAttention to DetailStress ToleranceSelf ControlCooperationIndependencePersistenceAnalytical ThinkingAdaptability/FlexibilityInitiativeConcern for Others

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
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Claims Examiners, Property and Casualty Insurance 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

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

  • Mathematics

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

  • 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.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

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

  • Negotiation

    Negotiation 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.

  • Social Perceptiveness

    Social Perceptiveness 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.

  • Writing

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

  • Critical Thinking

    Critical Thinking 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.

  • Monitoring

    Monitoring 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.

Score History

Risk score over 3 scoring runs

-3.9

overall change

Checking for existing plan...