Takeover Tracker
vs

66 shared · 14 different

core competencies

Side-by-Side Comparison

MetricFraud Examiners, Investigators and AnalystsRisk Management Specialists
Risk Score32.9%38.5%
Risk TierMedium RiskMedium Risk
Risk Percentile56th77th
Tasks at Risk (>50%)6 / 159 / 15
Median Salary$80,190$80,190
Employment127K127K

Skill Comparison

|

Sorted by largest difference

Public Safety and Security
Documenting/Recording Information
Psychology
Customer and Personal Service
Administration and Management
Mathematical Reasoning
Training and Teaching Others
Systems AnalysisAI-Augmented
Scheduling Work and Activities
Systems Evaluation
Number Facility
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Fraud Examiners, Investigators and Analysts

32%

total discount

Risk Management Specialists

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Risk Management Specialists

9 of 15 at risk
87%Gather risk-related data from internal or external resources.
85%Document, and ensure communication of, key risks.
71%Produce reports or presentations that outline findings, explain risk positions, or recommend changes.
67%Maintain input or data quality of risk management systems.
53%Evaluate the risks related to green investments, such as renewable energy company stocks.

Wage Comparison

Risk Management Specialists earns $0(0%) vs Fraud Examiners, Investigators and Analysts
Fraud Examiners, Investigators and AnalystsRisk Management Specialists
10th
$46,420$46,420
25th
$60,140$60,140
Median
$80,190$80,190
75th
$109,120$109,120
90th
$151,780$151,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fraud Examiners, Investigators and Analysts20282035
Risk Management Specialists20282035
20242030203520402045

Fraud Examiners, Investigators and Analysts has a longer runway before significant displacement, projected 0 years later than Risk Management Specialists.

Risk-Adjusted Salary

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

Fraud Examiners, Investigators and Analysts

$53,807

from $80,190

Risk Management Specialists

$49,349

from $80,190

After adjusting for AI risk, Fraud Examiners, Investigators and Analysts offers $4,459 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fraud

0

Unique to Risk

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Fraud Examiners, Investigators and AnalystsRisk Management Specialists