Takeover Tracker
47%medium risk
Municipal Clerks
vs

40 shared · 18 different

core competencies

45%medium risk
Tax Preparers

Side-by-Side Comparison

MetricMunicipal ClerksTax Preparers
Risk Score46.6%44.6%
Risk TierMedium RiskMedium Risk
Risk Percentile94th90th
Tasks at Risk (>50%)11 / 158 / 12
Median Salary$47,700$50,560
Employment170K74K

Skill Comparison

|

Sorted by largest difference

Clerical
English Language
Administration and Management
Law and Government
Customer and Personal Service
Updating and Using Relevant Knowledge
Interpreting the Meaning of Information for Others
Getting Information
Economics and Accounting
Written Expression
Number Facility
WritingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Clerks

27%

total discount

Tax Preparers

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.

Tax Preparers

8 of 12 at risk
88%Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.
86%Schedule appointments with clients.
86%Calculate form preparation fees according to return complexity and processing time required.
84%Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.
84%Review financial records such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.

Wage Comparison

Tax Preparers earns +$2,860(+6%) vs Municipal Clerks
Municipal ClerksTax Preparers
10th
$34,860$30,500
25th
$39,730$37,750
Median
$47,700$50,560
75th
$59,590$75,590
90th
$72,370$96,240

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Clerks20282035
Tax Preparers20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Municipal Clerks

$25,472

from $47,700

Tax Preparers

$28,025

from $50,560

After adjusting for AI risk, Tax Preparers offers $2,554 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Municipal

0

Unique to Tax

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Decision Complexity
Fine Manipulation
Municipal ClerksTax Preparers