medium risk
Astronomersvs
52 shared · 20 different
core competencies
medium risk
Financial Quantitative AnalystsSide-by-Side Comparison
Astronomers leads 5–0| Metric | Astronomers | Financial Quantitative Analysts |
|---|---|---|
| Risk Score | 28.9% | 32.8% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 33th | 55th |
| Tasks at Risk (>50%) | 4 / 15 | 7 / 15 |
| Median Salary | $132,170 | $80,190 |
| Employment | 2K | 127K |
Skill Comparison
|
Sorted by largest difference
Education and Training
Training and Teaching Others
Thinking Creatively
Evaluating Information to Determine Compliance with Standards
Far Vision
Flexibility of Closure
Documenting/Recording Information
Interpreting the Meaning of Information for Others
Communicating with Persons Outside Organization
WritingAI-Augmented
Active LearningAI-Augmented
Written Expression
Protective Factors
Higher values indicate stronger protection against AI displacement
Astronomers
29%
total discount
Financial Quantitative Analysts
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Astronomers
4 of 15 at risk51%Present research findings at scientific conferences and in papers written for scientific journals.
51%Measure radio, infrared, gamma, and x-ray emissions from extraterrestrial sources.
51%Develop theories based on personal observations or on observations and theories of other astronomers.
51%Develop instrumentation and software for astronomical observation and analysis.
49%Study celestial phenomena, using a variety of ground-based and space-borne telescopes and scientific instruments.
Financial Quantitative Analysts
7 of 15 at risk72%Prepare requirements documentation for use by software developers.
68%Produce written summary reports of financial research results.
66%Identify, track, or maintain metrics for trading system operations.
55%Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques.
53%Devise or apply independent models or tools to help verify results of analytical systems.
Wage Comparison
Financial Quantitative Analysts earns -$51,980(-39%) vs Astronomers
AstronomersFinancial Quantitative Analysts
10th
$70,730$46,420
25th
$94,990$60,140
Median
$132,170$80,190
75th
$177,690$109,120
90th
$191,880$151,780
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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