Takeover Tracker
47%medium risk
Municipal Clerks
vs

40 shared · 14 different

core competencies

49%medium risk
Insurance Claims Clerks

Side-by-Side Comparison

MetricMunicipal ClerksInsurance Claims Clerks
Risk Score46.6%49.3%
Risk TierMedium RiskMedium Risk
Risk Percentile94th97th
Tasks at Risk (>50%)11 / 1510 / 12
Median Salary$47,700$48,450
Employment170K229K

Skill Comparison

|

Sorted by largest difference

Economics and Accounting
Law and Government
Personnel and Human Resources
Administration and Management
Performing for or Working Directly with the Public
Clerical
English Language
MathematicsAI-Vulnerable
Interpreting the Meaning of Information for Others
Analyzing Data or Information
Coordinating the Work and Activities of Others
Performing Administrative Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Clerks

27%

total discount

Insurance Claims Clerks

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Municipal Clerks

11 of 15 at risk
87%Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.
85%Issue public notification of all official activities or meetings.
84%Record and maintain all vital and fiscal records and accounts.
83%Maintain and update documents, such as municipal codes or city charters.
83%Process claims against the municipality, maintaining files and log of claims, and coordinate claim response and handling with municipal claims administrators.

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Clerks2028–2035
Insurance Claims Clerks2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Municipal Clerks

$25,472

from $47,700

Insurance Claims Clerks

$24,564

from $48,450

After adjusting for AI risk, Municipal Clerks offers $908 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Municipal

0

Unique to Insurance

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Social Intelligence
Fine Manipulation
Municipal ClerksInsurance Claims Clerks
Find transitions from Municipal ClerksFind transitions from Insurance Claims Clerks