AITakeover Tracker
52%high risk

Insurance Policy Processing Clerks

Process applications for, changes to, reinstatement of, and cancellation of insurance policies. Duties include reviewing insurance applications to ensure that all questions have been answered, compiling data on insurance policy changes, changing policy records to conform to insured party's specifications, compiling data on lapsed insurance policies to determine automatic reinstatement according to company policies, canceling insurance policies as requested by agents, and verifying the accuracy of insurance company records.

Higher risk than 98% of occupations

AI Impact Summary

Insurance Policy Processing Clerks faces high AI displacement risk with a score of 52/100. This occupation has higher AI displacement risk than 98% of all analyzed occupations. Of 16 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.

Service Orientation82%

Service Orientation 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.

Coordination70%

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

Social Perceptiveness90%

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

Negotiation85%

Negotiation 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 MakingActive LearningMonitoringSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Insurance Policy Processing 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

-6.9pt risk+$2K/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

-5pt 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

-3.4pt risk+$2K/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

Less than High School1%
High School Diploma61%
Some College3%
Associate's Degree29%
Bachelor's Degree6%

Prior Experience Needed

Work experience required to enter this job

None7%
Up to 1 month4%
1-3 months5%
3-6 months6%
6 months - 1 year2%
1-2 years32%
2-4 years35%
4-6 years10%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month9%
1-3 months38%
3-6 months30%
6 months - 1 year21%
1-2 years2%

How AI Impacts Each Task

16 tasks analyzed

Process and record new insurance policies and claims.

Risk: 63.9%AI: 36.7ObservedTime: 12%

Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.

Risk: 62.9%AI: 34.15ObservedTime: 8%

Correspond with insured or agent to obtain information or inform them of account status or changes.

Risk: 67.9%AI: 46.67ObservedTime: 8%

Review and verify data, such as age, name, address, and principal sum and value of property on insurance applications and policies.

Risk: 64.3%AI: 37.85ObservedTime: 8%

Calculate premiums, refunds, commissions, adjustments, and new reserve requirements, using insurance rate standards.

Risk: 68.1%AI: 47.22ObservedTime: 6%

Compare information from application to criteria for policy reinstatement and approve reinstatement when criteria are met.

Risk: 86.0%AI: 92EstimatedTime: 6%

Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.

Risk: 60.2%AI: 27.38ObservedTime: 6%

Modify, update, and process existing policies and claims to reflect any change in beneficiary, amount of coverage, or type of insurance.

Risk: 62.1%AI: 32.27ObservedTime: 8%

Transcribe data to worksheets and enter data into computer for use in preparing documents and adjusting accounts.

Risk: 61.4%AI: 30.5ObservedTime: 8%

Collect initial premiums and issue receipts.

Risk: 85.2%AI: 90EstimatedTime: 4%

Organize and work with detailed office or warehouse records, maintaining files for each policyholder, including policies that are to be reinstated or cancelled.

Risk: 66.0%AI: 42.02ObservedTime: 6%

Check computations of interest accrued, premiums due, and settlement surrender on loan values.

Risk: 86.0%AI: 92EstimatedTime: 4%

Interview clients and take their calls to provide customer service and obtain information on claims.

Risk: 28.4%AI: 33.45ObservedTime: 6%

Obtain computer printout of policy cancellations or retrieve cancellation cards from file.

Risk: 80.0%AI: 77EstimatedTime: 4%

Compose business correspondence for supervisors, managers, and professionals.

Risk: 69.6%AI: 50.92ObservedTime: 3%

Notify insurance agent and accounting department of policy cancellation.

Risk: 87.2%AI: 95EstimatedTime: 3%

Protective Factors

Total protective discount: 21.6%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailIntegrityDependabilityCooperationSelf ControlInitiativeAchievement/EffortIndependenceStress ToleranceConcern for OthersPersistenceAdaptability/Flexibility

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 Policy Processing 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

    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.

  • Service Orientation

    Service Orientation 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.

  • 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.

  • 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.

  • Active Learning

    Active Learning 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.

Score History

Risk score over 2 scoring runs

+1.4

overall change

Checking for existing plan...