Takeover Tracker
28%medium risk
Administrative Law Judges, Adjudicators, and Hearing Officers
vs

31 shared · 30 different

core competencies

37%medium risk
Claims Examiners, Property and Casualty Insurance

Side-by-Side Comparison

MetricAdministrative Law Judges, Adjudicators, and Hearing OfficersClaims Examiners, Property and Casualty Insurance
Risk Score27.5%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile27th72th
Tasks at Risk (>50%)4 / 147 / 15
Median Salary$115,230$76,790
Employment16K305K

Skill Comparison

|

Sorted by largest difference

Law and Government
Analyzing Data or Information
Customer and Personal Service
Judging the Qualities of Things, Services, or People
Active Listening
Critical ThinkingAI-Augmented
Evaluating Information to Determine Compliance with Standards
Making Decisions and Solving Problems
Written Expression
Monitoring and Controlling Resources
Judgment and Decision MakingAI-Augmented
Speech Clarity

Protective Factors

Higher values indicate stronger protection against AI displacement

Administrative Law Judges, Adjudicators, and Hearing Officers

33%

total discount

Claims Examiners, Property and Casualty Insurance

32%

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.

Claims Examiners, Property and Casualty Insurance

7 of 15 at risk
88%Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.
87%Pay and process claims within designated authority level.
87%Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.
87%Report overpayments, underpayments, and other irregularities.
86%Conduct detailed bill reviews to implement sound litigation management and expense control.

Wage Comparison

Claims Examiners, Property and Casualty Insurance earns -$38,440(-33%) vs Administrative Law Judges, Adjudicators, and Hearing Officers
Administrative Law Judges, Adjudicators, and Hearing OfficersClaims Examiners, Property and Casualty Insurance
10th
$56,970$47,810
25th
$76,920$60,100
Median
$115,230$76,790
75th
$161,290$95,990
90th
$203,990$112,150

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Administrative Law Judges, Adjudicators, and Hearing Officers2028–2035
Claims Examiners, Property and Casualty Insurance2028–2035
20242030203520402045

Administrative Law Judges, Adjudicators, and Hearing Officers has a longer runway before significant displacement, projected 0 years later than Claims Examiners, Property and Casualty Insurance.

Risk-Adjusted Salary

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

Administrative Law Judges, Adjudicators, and Hearing Officers

$83,496

from $115,230

Claims Examiners, Property and Casualty Insurance

$48,401

from $76,790

After adjusting for AI risk, Administrative Law Judges, Adjudicators, and Hearing Officers offers $35,095 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Administrative

0

Unique to Claims

Combined Protection Strategy

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

Decision Complexity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Administrative Law Judges, Adjudicators, and Hearing OfficersClaims Examiners, Property and Casualty Insurance
Find transitions from Administrative Law Judges, Adjudicators, and Hearing OfficersFind transitions from Claims Examiners, Property and Casualty Insurance