medium risk
Mathematiciansvs
36 shared · 29 different
core competencies
medium risk
Statistical AssistantsSide-by-Side Comparison
Mathematicians leads 5–0| Metric | Mathematicians | Statistical Assistants |
|---|---|---|
| Risk Score | 37.0% | 43.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 72th | 89th |
| Tasks at Risk (>50%) | 6 / 11 | 9 / 15 |
| Median Salary | $121,680 | $51,440 |
| Employment | 2K | 6K |
Skill Comparison
|
Sorted by largest difference
Thinking Creatively
Engineering and Technology
MathematicsAI-Vulnerable
Estimating the Quantifiable Characteristics of Products, Events, or Information
Identifying Objects, Actions, and Events
Science
MathematicsAI-Vulnerable
Deductive Reasoning
Originality
Training and Teaching Others
Making Decisions and Solving Problems
Inductive Reasoning
Protective Factors
Higher values indicate stronger protection against AI displacement
Mathematicians
29%
total discount
Statistical Assistants
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Mathematicians
6 of 11 at risk87%Perform computations and apply methods of numerical analysis to data.
54%Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
52%Develop new principles and new relationships between existing mathematical principles to advance mathematical science.
51%Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
51%Design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.
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.
Wage Comparison
Statistical Assistants earns -$70,240(-58%) vs Mathematicians
MathematiciansStatistical Assistants
10th
$63,430$38,050
25th
$85,720$45,970
Median
$121,680$51,440
75th
$153,340$63,620
90th
$187,660$79,410
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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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