Takeover Tracker
28%medium risk
Education Administrators, Postsecondary
vs

59 shared · 22 different

core competencies

33%medium risk
Fraud Examiners, Investigators and Analysts

Side-by-Side Comparison

MetricEducation Administrators, PostsecondaryFraud Examiners, Investigators and Analysts
Risk Score27.9%32.9%
Risk TierMedium RiskMedium Risk
Risk Percentile29th56th
Tasks at Risk (>50%)5 / 156 / 15
Median Salary$103,960$80,190
Employment176K127K

Skill Comparison

|

Sorted by largest difference

Education and Training
Customer and Personal Service
Economics and Accounting
Law and Government
Documenting/Recording Information
InstructingAI-Resistant
Interacting With Computers
MonitoringAI-Augmented
Learning Strategies
Administration and Management
Originality
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Education Administrators, Postsecondary

34%

total discount

Fraud Examiners, Investigators and Analysts

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Education Administrators, Postsecondary

5 of 15 at risk
85%Determine course schedules, and coordinate teaching assignments and room assignments to ensure optimum use of buildings and equipment.
55%Plan, administer, and control budgets, maintain financial records, and produce financial reports.
55%Formulate strategic plans for the institution.
54%Develop curricula, and recommend curricula revisions and additions.
53%Design or use assessments to monitor student learning outcomes.

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 -$23,770(-23%) vs Education Administrators, Postsecondary
Education Administrators, PostsecondaryFraud Examiners, Investigators and Analysts
10th
$63,820$46,420
25th
$79,880$60,140
Median
$103,960$80,190
75th
$140,940$109,120
90th
$212,420$151,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Education Administrators, Postsecondary2028–2035
Fraud Examiners, Investigators and Analysts2028–2035
20242030203520402045

Education Administrators, Postsecondary 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%)

Education Administrators, Postsecondary

$74,976

from $103,960

Fraud Examiners, Investigators and Analysts

$53,807

from $80,190

After adjusting for AI risk, Education Administrators, Postsecondary offers $21,168 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Education

0

Unique to Fraud

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Social Intelligence
Fine Manipulation
Education Administrators, PostsecondaryFraud Examiners, Investigators and Analysts
Find transitions from Education Administrators, PostsecondaryFind transitions from Fraud Examiners, Investigators and Analysts