Side-by-Side Comparison
Economists leads 4–1| Metric | Mathematicians | Economists |
|---|---|---|
| Risk Score | 37.0% | 31.1% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 72th | 45th |
| Tasks at Risk (>50%) | 6 / 11 | 2 / 13 |
| Median Salary | $121,680 | $115,440 |
| Employment | 2K | 16K |
Skill Comparison
|
Sorted by largest difference
Economics and Accounting
MathematicsAI-Vulnerable
Mathematical Reasoning
Documenting/Recording Information
Computers and Electronics
Science
Information OrderingAI-Vulnerable
Number Facility
Originality
Estimating the Quantifiable Characteristics of Products, Events, or Information
Interpreting the Meaning of Information for Others
Active LearningAI-Augmented
Protective Factors
Higher values indicate stronger protection against AI displacement
Mathematicians
29%
total discount
Economists
29%
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.
Economists
2 of 13 at risk53%Forecast production and consumption of renewable resources and supply, consumption, and depletion of non-renewable resources.
51%Formulate recommendations, policies, or plans to solve economic problems or to interpret markets.
50%Compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.
49%Study the socioeconomic impacts of new public policies, such as proposed legislation, taxes, services, and regulations.
49%Conduct research on economic issues and disseminate research findings through technical reports or scientific articles in journals.
Wage Comparison
Economists earns -$6,240(-5%) vs Mathematicians
MathematiciansEconomists
10th
$63,430$62,340
25th
$85,720$82,260
Median
$121,680$115,440
75th
$153,340$166,030
90th
$187,660$212,710
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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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Mathematicians: Not yetEconomists: Not yet