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.
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)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Insurance Policy Processing Clerks skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
Estimated Impact
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
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
16 tasks analyzed
Process and record new insurance policies and claims.
Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.
Correspond with insured or agent to obtain information or inform them of account status or changes.
Review and verify data, such as age, name, address, and principal sum and value of property on insurance applications and policies.
Calculate premiums, refunds, commissions, adjustments, and new reserve requirements, using insurance rate standards.
Compare information from application to criteria for policy reinstatement and approve reinstatement when criteria are met.
Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.
Modify, update, and process existing policies and claims to reflect any change in beneficiary, amount of coverage, or type of insurance.
Transcribe data to worksheets and enter data into computer for use in preparing documents and adjusting accounts.
Collect initial premiums and issue receipts.
Organize and work with detailed office or warehouse records, maintaining files for each policyholder, including policies that are to be reinstated or cancelled.
Check computations of interest accrued, premiums due, and settlement surrender on loan values.
Interview clients and take their calls to provide customer service and obtain information on claims.
Obtain computer printout of policy cancellations or retrieve cancellation cards from file.
Compose business correspondence for supervisors, managers, and professionals.
Notify insurance agent and accounting department of policy cancellation.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Process and record new insurance policies and claims. | 36.7Observed | 63.9% | 12% | |
| Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers. | 34.15Observed | 62.9% | 8% | |
| Correspond with insured or agent to obtain information or inform them of account status or changes. | 46.67Observed | 67.9% | 8% | |
| Review and verify data, such as age, name, address, and principal sum and value of property on insurance applications and policies. | 37.85Observed | 64.3% | 8% | |
| Calculate premiums, refunds, commissions, adjustments, and new reserve requirements, using insurance rate standards. | 47.22Observed | 68.1% | 6% | |
| Compare information from application to criteria for policy reinstatement and approve reinstatement when criteria are met. | 92Estimated | 86.0% | 6% | |
| Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes. | 27.38Observed | 60.2% | 6% | |
| Modify, update, and process existing policies and claims to reflect any change in beneficiary, amount of coverage, or type of insurance. | 32.27Observed | 62.1% | 8% | |
| Transcribe data to worksheets and enter data into computer for use in preparing documents and adjusting accounts. | 30.5Observed | 61.4% | 8% | |
| Collect initial premiums and issue receipts. | 90Estimated | 85.2% | 4% | |
| Organize and work with detailed office or warehouse records, maintaining files for each policyholder, including policies that are to be reinstated or cancelled. | 42.02Observed | 66.0% | 6% | |
| Check computations of interest accrued, premiums due, and settlement surrender on loan values. | 92Estimated | 86.0% | 4% | |
| Interview clients and take their calls to provide customer service and obtain information on claims. | 33.45Observed | 28.4% | 6% | |
| Obtain computer printout of policy cancellations or retrieve cancellation cards from file. | 77Estimated | 80.0% | 4% | |
| Compose business correspondence for supervisors, managers, and professionals. | 50.92Observed | 69.6% | 3% | |
| Notify insurance agent and accounting department of policy cancellation. | 95Estimated | 87.2% | 3% |
Protective Factors
Total protective discount: 21.6%
Essential Soft Skills
Traits that are hard for AI to replicate
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
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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
overall change