Takeover Tracker

37%medium risk
Mathematicians
vs

39 shared · 20 different

core competencies

31%medium risk
Economists

Side-by-Side Comparison

MetricMathematiciansEconomists
Risk Score37.0%31.1%
Risk TierMedium RiskMedium Risk
Risk Percentile72th45th
Tasks at Risk (>50%)6 / 112 / 13
Median Salary$121,680$115,440
Employment2K16K

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 risk
87%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 risk
53%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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