Takeover Tracker

vs

36 shared · 27 different

core competencies

Side-by-Side Comparison

MetricJudges, Magistrate Judges, and MagistratesArbitrators, Mediators, and Conciliators
Risk Score22.5%29.3%
Risk TierLow RiskMedium Risk
Risk Percentile12th34th
Tasks at Risk (>50%)0 / 156 / 15
Median Salary$156,210$67,710
Employment26K8K

Skill Comparison

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Sorted by largest difference

Performing for or Working Directly with the Public
Evaluating Information to Determine Compliance with Standards
Law and Government
Making Decisions and Solving Problems
NegotiationAI-Resistant
Updating and Using Relevant Knowledge
Critical ThinkingAI-Augmented
Processing Information
Resolving Conflicts and Negotiating with Others
Complex Problem SolvingAI-Resistant
PersuasionAI-Resistant
Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Judges, Magistrate Judges, and Magistrates

34%

total discount

Arbitrators, Mediators, and Conciliators

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Judges, Magistrate Judges, and Magistrates

0 of 15 at risk
49%Research legal issues and write opinions on the issues.
48%Write decisions on cases.
46%Read documents on pleadings and motions to ascertain facts and issues.
41%Grant divorces and divide assets between spouses.
41%Award compensation for damages to litigants in civil cases in relation to findings by juries or by the court.

Arbitrators, Mediators, and Conciliators

6 of 15 at risk
86%Set up appointments for parties to meet for mediation.
84%Prepare settlement agreements for disputants to sign.
80%Authorize payment of valid claims.
76%Issue subpoenas or administer oaths to prepare for formal hearings.
63%Evaluate information from documents such as claim applications, birth or death certificates, or physician or employer records.

Wage Comparison

Arbitrators, Mediators, and Conciliators earns -$88,500(-57%) vs Judges, Magistrate Judges, and Magistrates
Judges, Magistrate Judges, and MagistratesArbitrators, Mediators, and Conciliators
10th
$46,520$46,200
25th
$86,060$60,030
Median
$156,210$67,710
75th
$189,890$101,010
90th
$216,540$133,480

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