Takeover Tracker

39%medium risk
Loan Counselors
vs

39 shared · 23 different

core competencies

Side-by-Side Comparison

MetricLoan CounselorsInsurance Claims Clerks
Risk Score38.7%49.3%
Risk TierMedium RiskMedium Risk
Risk Percentile77th97th
Tasks at Risk (>50%)8 / 1510 / 12
Median Salary$50,480$48,450
Employment28K229K

Skill Comparison

|

Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Performing for or Working Directly with the Public
InstructingAI-Resistant
Documenting/Recording Information
Learning Strategies
Customer and Personal Service
MathematicsAI-Vulnerable
Active LearningAI-Augmented
Fluency of Ideas
Identifying Objects, Actions, and Events
Law and Government
Systems AnalysisAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Loan Counselors

26%

total discount

Insurance Claims Clerks

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Loan Counselors

8 of 15 at risk
87%Submit applications to credit analysts for verification and recommendation.
86%Check loan agreements to ensure that they are complete and accurate, according to policies.
84%Maintain current knowledge of credit regulations.
66%Assist in selection of financial award candidates using electronic databases to certify loan eligibility.
65%Review billing for accuracy.

Insurance Claims Clerks

10 of 12 at risk
86%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.

Wage Comparison

Insurance Claims Clerks earns -$2,030(-4%) vs Loan Counselors
Loan CounselorsInsurance Claims Clerks
10th
$38,980$36,900
25th
$45,420$41,600
Median
$50,480$48,450
75th
$61,760$59,500
90th
$77,920$73,100

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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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