Takeover Tracker
30%medium risk
Management Analysts
vs

53 shared · 30 different

core competencies

33%medium risk
Fraud Examiners, Investigators and Analysts

Side-by-Side Comparison

MetricManagement AnalystsFraud Examiners, Investigators and Analysts
Risk Score29.8%32.9%
Risk TierMedium RiskMedium Risk
Risk Percentile38th56th
Tasks at Risk (>50%)6 / 116 / 15
Median Salary$101,190$80,190
Employment894K127K

Skill Comparison

|

Sorted by largest difference

Provide Consultation and Advice to Others
Sales and Marketing
Administration and Management
Education and Training
Customer and Personal Service
Developing Objectives and Strategies
Sociology and Anthropology
Personnel and Human Resources
Selling or Influencing Others
Production and Processing
Law and Government
Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Management Analysts

33%

total discount

Fraud Examiners, Investigators and Analysts

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Management Analysts

6 of 11 at risk
82%Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.
69%Gather and organize information on problems or procedures.
53%Recommend purchase of storage equipment and design area layout to locate equipment in space available.
53%Analyze data gathered and develop solutions or alternative methods of proceeding.
53%Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.

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 -$21,000(-21%) vs Management Analysts
Management AnalystsFraud Examiners, Investigators and Analysts
10th
$59,720$46,420
25th
$76,770$60,140
Median
$101,190$80,190
75th
$133,140$109,120
90th
$174,140$151,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Management Analysts2028–2035
Fraud Examiners, Investigators and Analysts2028–2035
20242030203520402045

Management Analysts 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%)

Management Analysts

$71,076

from $101,190

Fraud Examiners, Investigators and Analysts

$53,807

from $80,190

After adjusting for AI risk, Management Analysts offers $17,268 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Management

0

Unique to Fraud

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Fine Manipulation
Social Intelligence
Management AnalystsFraud Examiners, Investigators and Analysts
Find transitions from Management AnalystsFind transitions from Fraud Examiners, Investigators and Analysts