Takeover Tracker

vs

23 shared · 35 different

core competencies

Side-by-Side Comparison

MetricAdministrative Law Judges, Adjudicators, and Hearing OfficersInsurance Underwriters
Risk Score27.5%32.7%
Risk TierMedium RiskMedium Risk
Risk Percentile27th54th
Tasks at Risk (>50%)4 / 142 / 8
Median Salary$115,230$79,880
Employment16K108K

Skill Comparison

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Sorted by largest difference

Law and Government
Performing for or Working Directly with the Public
Evaluating Information to Determine Compliance with Standards
Judging the Qualities of Things, Services, or People
Monitor Processes, Materials, or Surroundings
Oral Comprehension
Active Listening
Critical ThinkingAI-Augmented
Reading ComprehensionAI-Vulnerable
Oral Expression
Speech Clarity
Speaking

Protective Factors

Higher values indicate stronger protection against AI displacement

Administrative Law Judges, Adjudicators, and Hearing Officers

33%

total discount

Insurance Underwriters

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Administrative Law Judges, Adjudicators, and Hearing Officers

4 of 14 at risk
86%Schedule hearings.
84%Authorize payment of valid claims and determine method of payment.
78%Issue subpoenas and administer oaths in preparation for formal hearings.
51%Recommend the acceptance or rejection of claims or compromise settlements according to laws, regulations, policies, and precedent decisions.
49%Research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.

Insurance Underwriters

2 of 8 at risk
86%Review company records to determine amount of insurance in force on single risk or group of closely related risks.
55%Decline excessive risks.
49%Evaluate possibility of losses due to catastrophe or excessive insurance.
44%Decrease value of policy when risk is substandard and specify applicable endorsements or apply rating to ensure safe, profitable distribution of risks, using reference materials.
40%Examine documents to determine degree of risk from factors such as applicant health, financial standing and value, and condition of property.

Wage Comparison

Insurance Underwriters earns -$35,350(-31%) vs Administrative Law Judges, Adjudicators, and Hearing Officers
Administrative Law Judges, Adjudicators, and Hearing OfficersInsurance Underwriters
10th
$56,970$51,640
25th
$76,920$63,070
Median
$115,230$79,880
75th
$161,290$104,820
90th
$203,990$138,020

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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