medium risk
Statistical Assistantsvs
41 shared · 22 different
core competencies
medium risk
Tax PreparersSide-by-Side Comparison
Statistical Assistants leads 4–1| Metric | Statistical Assistants | Tax Preparers |
|---|---|---|
| Risk Score | 43.3% | 44.6% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 89th | 90th |
| Tasks at Risk (>50%) | 9 / 15 | 8 / 12 |
| Median Salary | $51,440 | $50,560 |
| Employment | 6K | 74K |
Skill Comparison
|
Sorted by largest difference
Mathematical Reasoning
Performing for or Working Directly with the Public
MathematicsAI-Vulnerable
Performing Administrative Activities
Number Facility
Analyzing Data or Information
Computers and Electronics
Communicating with Supervisors, Peers, or Subordinates
Organizing, Planning, and Prioritizing Work
MathematicsAI-Vulnerable
Processing Information
Interpreting the Meaning of Information for Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Statistical Assistants
27%
total discount
Tax Preparers
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Statistical Assistants
9 of 15 at risk86%Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.
85%Check source data to verify completeness and accuracy.
83%Participate in the publication of data or information.
77%Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used.
65%File data and related information and maintain and update databases.
Tax Preparers
8 of 12 at risk88%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 -$880(-2%) vs Statistical Assistants
Statistical AssistantsTax Preparers
10th
$38,050$30,500
25th
$45,970$37,750
Median
$51,440$50,560
75th
$63,620$75,590
90th
$79,410$96,240
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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