medium risk
Mathematiciansvs
50 shared · 12 different
core competencies
medium risk
Operations Research AnalystsSide-by-Side Comparison
Operations Research Analysts leads 3–1| Metric | Mathematicians | Operations Research Analysts |
|---|---|---|
| Risk Score | 37.0% | 31.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 72th | 51th |
| Tasks at Risk (>50%) | 6 / 11 | 6 / 15 |
| Median Salary | $121,680 | $91,290 |
| Employment | 2K | 108K |
Skill Comparison
|
Sorted by largest difference
MathematicsAI-Vulnerable
Operations Analysis
Physics
Selling or Influencing Others
Systems Evaluation
Training and Teaching Others
Provide Consultation and Advice to Others
Mathematical Reasoning
Science
Documenting/Recording Information
Establishing and Maintaining Interpersonal Relationships
Analyzing Data or Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Mathematicians
29%
total discount
Operations Research Analysts
30%
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.
Operations Research Analysts
6 of 15 at risk59%Review research literature.
53%Specify manipulative or computational methods to be applied to models.
52%Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
52%Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.
51%Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.
Wage Comparison
Operations Research Analysts earns -$30,390(-25%) vs Mathematicians
MathematiciansOperations Research Analysts
10th
$63,430$53,910
25th
$85,720$66,910
Median
$121,680$91,290
75th
$153,340$124,120
90th
$187,660$159,280
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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