Takeover Tracker
49%medium risk
Insurance Claims Clerks
vs

37 shared · 14 different

core competencies

51%high risk
License Clerks

Side-by-Side Comparison

MetricInsurance Claims ClerksLicense Clerks
Risk Score49.3%51.1%
Risk TierMedium RiskHigh Risk
Risk Percentile97th98th
Tasks at Risk (>50%)10 / 1213 / 15
Median Salary$48,450$47,700
Employment229K170K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Identifying Objects, Actions, and Events
Evaluating Information to Determine Compliance with Standards
Processing Information
Interpreting the Meaning of Information for Others
Communicating with Supervisors, Peers, or Subordinates
Monitor Processes, Materials, or Surroundings
Performing for or Working Directly with the Public
Reading ComprehensionAI-Vulnerable
Speaking
Organizing, Planning, and Prioritizing Work
Active Listening

Protective Factors

Higher values indicate stronger protection against AI displacement

Insurance Claims Clerks

26%

total discount

License Clerks

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

License Clerks

13 of 15 at risk
88%Collect prescribed fees for licenses.
88%Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.
88%Maintain records of applications made or licensing fees collected.
86%Perform routine data entry or other office support activities, including creating, sorting, photocopying, distributing, or filing documents.
70%Prepare bank deposits and take deposits to banks.

Wage Comparison

License Clerks earns -$750(-2%) vs Insurance Claims Clerks
Insurance Claims ClerksLicense Clerks
10th
$36,900$34,860
25th
$41,600$39,730
Median
$48,450$47,700
75th
$59,500$59,590
90th
$73,100$72,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Insurance Claims Clerks2028–2035
License Clerks2028–2035
20242030203520402045

Insurance Claims Clerks has a longer runway before significant displacement, projected 0 years later than License Clerks.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Insurance Claims Clerks

$24,564

from $48,450

License Clerks

$23,349

from $47,700

After adjusting for AI risk, Insurance Claims Clerks offers $1,215 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Insurance

0

Unique to License

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Regulatory Barriers
Social Intelligence
Decision Complexity
Insurance Claims ClerksLicense Clerks
Find transitions from Insurance Claims ClerksFind transitions from License Clerks