medium risk
Financial Quantitative Analystsvs
41 shared · 28 different
core competencies
medium risk
Statistical AssistantsSide-by-Side Comparison
Financial Quantitative Analysts leads 5–0| Metric | Financial Quantitative Analysts | Statistical Assistants |
|---|---|---|
| Risk Score | 32.8% | 43.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 55th | 89th |
| Tasks at Risk (>50%) | 7 / 15 | 9 / 15 |
| Median Salary | $80,190 | $51,440 |
| Employment | 127K | 6K |
Skill Comparison
|
Sorted by largest difference
Estimating the Quantifiable Characteristics of Products, Events, or Information
Economics and Accounting
Thinking Creatively
Identifying Objects, Actions, and Events
MathematicsAI-Vulnerable
Making Decisions and Solving Problems
Developing Objectives and Strategies
Analyzing Data or Information
Engineering and Technology
Monitor Processes, Materials, or Surroundings
Getting Information
Computers and Electronics
Protective Factors
Higher values indicate stronger protection against AI displacement
Financial Quantitative Analysts
30%
total discount
Statistical Assistants
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Statistical Assistants
9 of 15 at risk86%Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.
85%Check source data to verify completeness and accuracy.
83%Participate in the publication of data or information.
77%Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used.
65%File data and related information and maintain and update databases.
Wage Comparison
Statistical Assistants earns -$28,750(-36%) vs Financial Quantitative Analysts
Financial Quantitative AnalystsStatistical Assistants
10th
$46,420$38,050
25th
$60,140$45,970
Median
$80,190$51,440
75th
$109,120$63,620
90th
$151,780$79,410
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