Takeover Tracker
28%medium risk
Industrial-Organizational Psychologists
vs

51 shared · 32 different

core competencies

33%medium risk
Fraud Examiners, Investigators and Analysts

Side-by-Side Comparison

MetricIndustrial-Organizational PsychologistsFraud Examiners, Investigators and Analysts
Risk Score27.8%32.9%
Risk TierMedium RiskMedium Risk
Risk Percentile29th56th
Tasks at Risk (>50%)5 / 156 / 15
Median Salary$109,840$80,190
Employment1K127K

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 risk
57%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 risk
87%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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Industrial-Organizational Psychologists2028–2035
Fraud Examiners, Investigators and Analysts2028–2035
20242030203520402045

Industrial-Organizational Psychologists has a longer runway before significant displacement, projected 0 years later than Fraud Examiners, Investigators and Analysts.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Industrial-Organizational Psychologists

$79,261

from $109,840

Fraud Examiners, Investigators and Analysts

$53,807

from $80,190

After adjusting for AI risk, Industrial-Organizational Psychologists offers $25,453 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Industrial-Organizational

0

Unique to Fraud

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Regulatory Barriers
Decision Complexity
Social Intelligence
Industrial-Organizational PsychologistsFraud Examiners, Investigators and Analysts
Find transitions from Industrial-Organizational PsychologistsFind transitions from Fraud Examiners, Investigators and Analysts