Takeover Tracker
33%medium risk
Financial Analysts
vs

32 shared · 29 different

core competencies

45%medium risk
Tax Preparers

Side-by-Side Comparison

MetricFinancial AnalystsTax Preparers
Risk Score33.3%44.6%
Risk TierMedium RiskMedium Risk
Risk Percentile59th90th
Tasks at Risk (>50%)7 / 158 / 12
Median Salary$101,350$50,560
Employment341K74K

Skill Comparison

|

Sorted by largest difference

Economics and Accounting
Thinking Creatively
Monitor Processes, Materials, or Surroundings
Estimating the Quantifiable Characteristics of Products, Events, or Information
Analyzing Data or Information
Performing Administrative Activities
English Language
MathematicsAI-Vulnerable
Making Decisions and Solving Problems
Identifying Objects, Actions, and Events
Administration and Management
Written Expression

Protective Factors

Higher values indicate stronger protection against AI displacement

Financial Analysts

29%

total discount

Tax Preparers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Financial Analysts

7 of 15 at risk
86%Purchase investments for companies in accordance with company policy.
74%Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.
55%Monitor developments in the fields of industrial technology, business, finance, and economic theory.
53%Identify potential financial investments that are environmentally sound, considering issues such as carbon emissions and biodiversity.
51%Prepare plans of action for investment, using financial analyses.

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 -$50,790(-50%) vs Financial Analysts
Financial AnalystsTax Preparers
10th
$62,410$30,500
25th
$78,300$37,750
Median
$101,350$50,560
75th
$132,050$75,590
90th
$180,550$96,240

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Financial Analysts20282035
Tax Preparers20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Financial Analysts

$67,600

from $101,350

Tax Preparers

$28,025

from $50,560

After adjusting for AI risk, Financial Analysts offers $39,575 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Financial

0

Unique to Tax

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
Financial AnalystsTax Preparers