medium risk
Insurance Claims Clerksvs
43 shared · 9 different
core competencies
medium risk
Customer Service RepresentativesSide-by-Side Comparison
Customer Service Representatives leads 3–1| Metric | Insurance Claims Clerks | Customer Service Representatives |
|---|---|---|
| Risk Score | 49.3% | 39.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 97th | 78th |
| Tasks at Risk (>50%) | 10 / 12 | 10 / 15 |
| Median Salary | $48,450 | $42,830 |
| Employment | 229K | 2.7M |
Skill Comparison
|
Sorted by largest difference
Evaluating Information to Determine Compliance with Standards
Documenting/Recording Information
Thinking Creatively
Resolving Conflicts and Negotiating with Others
Clerical
Judging the Qualities of Things, Services, or People
Coaching and Developing Others
Written Comprehension
Making Decisions and Solving Problems
Protective Factors
Higher values indicate stronger protection against AI displacement
Insurance Claims Clerks
26%
total discount
Customer Service Representatives
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Insurance Claims Clerks
10 of 12 at risk86%Enter insurance and claims related information into database systems.
86%Post or attach information to claim file.
86%Transmit claims for payment or further investigation.
86%Apply insurance rating systems.
84%Calculate amount of claim.
Customer Service Representatives
10 of 15 at risk87%Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.
86%Determine charges for services requested, collect deposits or payments, or arrange for billing.
85%Check to ensure that appropriate changes were made to resolve customers' problems.
80%Order tests that could determine the causes of product malfunctions.
71%Review insurance policy terms to determine whether a particular loss is covered by insurance.
Wage Comparison
Customer Service Representatives earns -$5,620(-12%) vs Insurance Claims Clerks
Insurance Claims ClerksCustomer Service Representatives
10th
$36,900$30,690
25th
$41,600$35,970
Median
$48,450$42,830
75th
$59,500$50,140
90th
$73,100$62,730
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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