medium risk
Operations Research Analystsvs
49 shared · 20 different
core competencies
medium risk
Investment Fund ManagersSide-by-Side Comparison
Operations Research Analysts leads 4–1| Metric | Operations Research Analysts | Investment Fund Managers |
|---|---|---|
| Risk Score | 31.9% | 34.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 51th | 62th |
| Tasks at Risk (>50%) | 6 / 15 | 8 / 15 |
| Median Salary | $91,290 | $136,550 |
| Employment | 108K | 631K |
Skill Comparison
|
Sorted by largest difference
Economics and Accounting
Customer and Personal Service
Provide Consultation and Advice to Others
Computers and Electronics
Judging the Qualities of Things, Services, or People
MathematicsAI-Vulnerable
Thinking Creatively
Interacting With Computers
Evaluating Information to Determine Compliance with Standards
Mathematical Reasoning
MathematicsAI-Vulnerable
MonitoringAI-Augmented
Protective Factors
Higher values indicate stronger protection against AI displacement
Operations Research Analysts
30%
total discount
Investment Fund Managers
31%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Investment Fund Managers
8 of 15 at risk72%Select or direct the execution of trades.
67%Prepare for and respond to regulatory inquiries.
55%Evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.
55%Attend investment briefings or consult financial media to stay abreast of relevant investment markets.
55%Monitor regulatory or tax law changes to ensure fund compliance or to capitalize on development opportunities.
Wage Comparison
Investment Fund Managers earns +$45,260(+50%) vs Operations Research Analysts
Operations Research AnalystsInvestment Fund Managers
10th
$53,910$68,860
25th
$66,910$100,010
Median
$91,290$136,550
75th
$124,120$179,190
90th
$159,280$227,590
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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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