Takeover Tracker

vs

64 shared · 15 different

core competencies

Side-by-Side Comparison

MetricLabor Relations SpecialistsFraud Examiners, Investigators and Analysts
Risk Score30.1%32.9%
Risk TierMedium RiskMedium Risk
Risk Percentile40th56th
Tasks at Risk (>50%)3 / 156 / 15
Median Salary$93,500$80,190
Employment65K127K

Skill Comparison

|

Sorted by largest difference

Resolving Conflicts and Negotiating with Others
Personnel and Human Resources
Economics and Accounting
Selling or Influencing Others
NegotiationAI-Resistant
PersuasionAI-Resistant
Interacting With Computers
Documenting/Recording Information
Computers and Electronics
Administration and Management
Monitoring and Controlling Resources
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Labor Relations Specialists

35%

total discount

Fraud Examiners, Investigators and Analysts

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Labor Relations Specialists

3 of 15 at risk
84%Monitor company or workforce adherence to labor agreements.
73%Write letters related to labor relations activities, such as letters to amend collective bargaining agreements, letters of dispute or conciliation, or letters to seek clarification of contract terms.
53%Draft contract proposals or counter-proposals for collective bargaining or other labor negotiations.
49%Assess the impact of union proposals on company or government operations.
49%Propose resolutions for collective bargaining or other labor or contract negotiations.

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 -$13,310(-14%) vs Labor Relations Specialists
Labor Relations SpecialistsFraud Examiners, Investigators and Analysts
10th
$49,880$46,420
25th
$67,670$60,140
Median
$93,500$80,190
75th
$123,090$109,120
90th
$153,440$151,780

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