medium risk
Industrial-Organizational Psychologistsvs
51 shared · 32 different
core competencies
medium risk
Fraud Examiners, Investigators and AnalystsSide-by-Side Comparison
Industrial-Organizational Psychologists leads 5–0| Metric | Industrial-Organizational Psychologists | Fraud Examiners, Investigators and Analysts |
|---|---|---|
| Risk Score | 27.8% | 32.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 29th | 56th |
| Tasks at Risk (>50%) | 5 / 15 | 6 / 15 |
| Median Salary | $109,840 | $80,190 |
| Employment | 1K | 127K |
Skill Comparison
|
Sorted by largest difference
Personnel and Human Resources
Psychology
Education and Training
Economics and Accounting
Law and Government
Administration and Management
Selling or Influencing Others
Sociology and Anthropology
Customer and Personal Service
Provide Consultation and Advice to Others
Systems Evaluation
Systems AnalysisAI-Augmented
Protective Factors
Higher values indicate stronger protection against AI displacement
Industrial-Organizational Psychologists
34%
total discount
Fraud Examiners, Investigators and Analysts
32%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Industrial-Organizational Psychologists
5 of 15 at risk57%Formulate and implement training programs, applying principles of learning and individual differences.
53%Develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, or promotion.
53%Write articles, white papers, or reports to share research findings and educate others.
52%Review research literature to remain current on psychological science issues.
51%Identify training and development needs.
Fraud Examiners, Investigators and Analysts
6 of 15 at risk87%Create and maintain logs, records, or databases of information about fraudulent activity.
85%Document all investigative activities.
83%Gather financial documents related to investigations.
73%Prepare evidence for presentation in court.
51%Recommend actions in fraud cases.
Wage Comparison
Fraud Examiners, Investigators and Analysts earns -$29,650(-27%) vs Industrial-Organizational Psychologists
Industrial-Organizational PsychologistsFraud Examiners, Investigators and Analysts
10th
$51,880$46,420
25th
$80,790$60,140
Median
$109,840$80,190
75th
$198,170$109,120
90th
$224,590$151,780
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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