Side-by-Side Comparison
Economists leads 4–1| Metric | Investment Fund Managers | Economists |
|---|---|---|
| Risk Score | 34.0% | 31.1% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 62th | 45th |
| Tasks at Risk (>50%) | 8 / 15 | 2 / 13 |
| Median Salary | $136,550 | $115,440 |
| Employment | 631K | 16K |
Skill Comparison
|
Sorted by largest difference
Customer and Personal Service
Provide Consultation and Advice to Others
Evaluating Information to Determine Compliance with Standards
Training and Teaching Others
Interpreting the Meaning of Information for Others
Updating and Using Relevant Knowledge
Selling or Influencing Others
Education and Training
Judging the Qualities of Things, Services, or People
MathematicsAI-Vulnerable
Administration and Management
MathematicsAI-Vulnerable
Protective Factors
Higher values indicate stronger protection against AI displacement
Investment Fund Managers
31%
total discount
Economists
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
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 -$21,110(-15%) vs Investment Fund Managers
Investment Fund ManagersEconomists
10th
$68,860$62,340
25th
$100,010$82,260
Median
$136,550$115,440
75th
$179,190$166,030
90th
$227,590$212,710
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Investment Fund Managers: Not yetEconomists: Not yet