Takeover Tracker
47%medium risk
Municipal Clerks
vs

25 shared · 26 different

core competencies

51%high risk
License Clerks

Side-by-Side Comparison

MetricMunicipal ClerksLicense Clerks
Risk Score46.6%51.1%
Risk TierMedium RiskHigh Risk
Risk Percentile94th98th
Tasks at Risk (>50%)11 / 1513 / 15
Median Salary$47,700$47,700
Employment170K170K

Skill Comparison

|

Sorted by largest difference

Economics and Accounting
Personnel and Human Resources
Law and Government
Clerical
Documenting/Recording Information
Administration and Management
English Language
MathematicsAI-Vulnerable
Identifying Objects, Actions, and Events
Communicating with Supervisors, Peers, or Subordinates
Performing Administrative Activities
Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Clerks

27%

total discount

License Clerks

25%

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.

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 $0(0%) vs Municipal Clerks
Municipal ClerksLicense Clerks
10th
$34,860$34,860
25th
$39,730$39,730
Median
$47,700$47,700
75th
$59,590$59,590
90th
$72,370$72,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Clerks20282035
License Clerks20282035
20242030203520402045

Municipal 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%)

Municipal Clerks

$25,472

from $47,700

License Clerks

$23,349

from $47,700

After adjusting for AI risk, Municipal Clerks offers $2,123 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Municipal

0

Unique to License

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Decision Complexity
Municipal ClerksLicense Clerks