Takeover Tracker
47%medium risk
Municipal Clerks
vs

35 shared · 18 different

core competencies

51%high risk
Billing, Cost, and Rate Clerks

Side-by-Side Comparison

MetricMunicipal ClerksBilling, Cost, and Rate Clerks
Risk Score46.6%51.2%
Risk TierMedium RiskHigh Risk
Risk Percentile94th98th
Tasks at Risk (>50%)11 / 1512 / 15
Median Salary$47,700$47,170
Employment170K418K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Administration and Management
English Language
Clerical
Economics and Accounting
Written Expression
Documenting/Recording Information
MathematicsAI-Vulnerable
WritingAI-Augmented
Written Comprehension
Performing for or Working Directly with the Public
Computers and Electronics

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Clerks

27%

total discount

Billing, Cost, and Rate Clerks

24%

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.

Billing, Cost, and Rate Clerks

12 of 15 at risk
88%Type billing documents, shipping labels, credit memorandums, or credit forms, using typewriters or computers.
88%Compute credit terms, discounts, shipment charges, or rates for goods or services to complete billing documents.
86%Operate typing, adding, calculating, or billing machines.
86%Consult sources such as rate books, manuals, or insurance company representatives to determine specific charges or information such as rules, regulations, or government tax and tariff information.
86%Track accumulated hours and dollar amounts charged to each client job to calculate client fees for professional services, such as legal or accounting services.

Wage Comparison

Billing, Cost, and Rate Clerks earns -$530(-1%) vs Municipal Clerks
Municipal ClerksBilling, Cost, and Rate Clerks
10th
$34,860$35,760
25th
$39,730$40,260
Median
$47,700$47,170
75th
$59,590$56,350
90th
$72,370$64,990

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Clerks2028–2035
Billing, Cost, and Rate Clerks2028–2035
20242030203520402045

Municipal Clerks has a longer runway before significant displacement, projected 0 years later than Billing, Cost, and Rate Clerks.

Risk-Adjusted Salary

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

Municipal Clerks

$25,472

from $47,700

Billing, Cost, and Rate Clerks

$23,014

from $47,170

After adjusting for AI risk, Municipal Clerks offers $2,458 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Municipal

0

Unique to Billing,

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Fine Manipulation
Decision Complexity
Municipal ClerksBilling, Cost, and Rate Clerks
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