AITakeover Tracker
49%medium risk

Insurance Claims Clerks

Obtain information from insured or designated persons for purpose of settling claim with insurance carrier.

Higher risk than 97% of occupations

AI Impact Summary

Insurance Claims Clerks faces moderate AI displacement risk with a score of 49/100. This occupation has higher AI displacement risk than 97% of all analyzed occupations. Of 12 analyzed tasks, 7 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%

High reliance on Mathematics 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.

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.

Service Orientation82%

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

Leadership88%

Leadership 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.

Negotiation85%

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

AI-Augmented Skills (7)

Critical ThinkingWritingMonitoringActive LearningJudgment and Decision MakingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Insurance Claims Clerks 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

-7pt risk+$3K/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

-5.2pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.7pt risk+$3K/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

Education Level

High School Diploma45%
Some College11%
Post-Secondary Certificate17%
Associate's Degree20%
Bachelor's Degree7%

Prior Experience Needed

Work experience required to enter this job

None9%
1-3 months1%
3-6 months11%
6 months - 1 year18%
1-2 years42%
2-4 years12%
4-6 years6%

Training Provided After Hiring

How long it typically takes to learn on the job

None3%
Up to 1 month14%
1-3 months26%
3-6 months29%
6 months - 1 year14%
1-2 years8%
2-4 years6%

How AI Impacts Each Task

12 tasks analyzed

Prepare insurance claim forms or related documents and review them for completeness.

Risk: 69.5%AI: 50.62ObservedTime: 15%

Enter claims information into database systems.

Risk: 61.6%AI: 30.97ObservedTime: 10%

Pay small claims.

Risk: 82.0%AI: 82EstimatedTime: 5%

Calculate amount of claim.

Risk: 84.0%AI: 87EstimatedTime: 10%

Post or attach information to claim file.

Risk: 86.0%AI: 92EstimatedTime: 5%

Transmit claims for payment or further investigation.

Risk: 86.0%AI: 92EstimatedTime: 5%

Contact insured or other involved persons to obtain missing information.

Risk: 31.0%AI: 40EstimatedTime: 10%

Review insurance policy to determine coverage.

Risk: 72.3%AI: 57.77ObservedTime: 10%

Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.

Risk: 61.6%AI: 30.87ObservedTime: 5%

Provide customer service, such as limited instructions on proceeding with claims or referrals to auto repair facilities or local contractors.

Risk: 33.0%AI: 45EstimatedTime: 10%

Apply insurance rating systems.

Risk: 86.0%AI: 92EstimatedTime: 5%

Enter insurance and claims related information into database systems.

Risk: 86.0%AI: 92EstimatedTime: 10%

Protective Factors

Total protective discount: 26.0%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailIntegrityDependabilityCooperationSelf ControlConcern for OthersStress ToleranceIndependenceInitiativeAdaptability/FlexibilityAchievement/EffortPersistence

Wage & Employment (2024)

Median Wage

$48,450

per year

Mean Wage

$51,980

per year

Employment

229K

workers

Wage Range

$36,900 - $73,100

10th - 90th pct

Wage Distribution

$36,900Median: $48,450$73,100
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Insurance Claims Clerks 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

    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.

  • Service Orientation

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

  • Leadership

    Leadership 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.

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.

  • 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.

  • 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.

Score History

Risk score over 2 scoring runs

-0.5

overall change

Checking for existing plan...