Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Judges & Magistrates:

52.4%

Median Score

Meaningful human contribution

High

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient judicial work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For judicial work, all eight sources had data, though AI exposure was mixed: Anthropic rated it low resilience while Microsoft, Will Robots Take My Job, and OpenAI Signals all leaned high, landing confidence at medium. Strong human contribution and solid economic signals help, but a low hiring outlook from BLS Opportunity Score holds the score to "Mostly Resilient."

AI Resilience Report forJudges, Magistrate Judges, and Magistrates

$153,990 median salary•800 annual openings•SOC Code: 23-1023.00

Judges, Magistrate Judges, and Magistrates are somewhat more resilient to AI impacts than most occupations, according to our analysis of 8 sources.

Judging is holding up really well against AI because the core of the job, which involves listening carefully, weighing whether someone is telling the truth, showing empathy, and taking full responsibility for a ruling, simply cannot be handed off to a machine. AI tools are stepping in to help with research and summarizing documents, but judges are firmly in charge of every actual decision.

Learn more about how you can thrive in this position

This role is mostly resilient

Judging is holding up really well against AI because the core of the job, which involves listening carefully, weighing whether someone is telling the truth, showing empathy, and taking full responsibility for a ruling, simply cannot be handed off to a machine. AI tools are stepping in to help with research and summarizing documents, but judges are firmly in charge of every actual decision.

Read full analysis

Analysis of current AI resilience

Judges & Magistrates

Updated quarterly

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Latest AI news for Judges & Magistrates

These articles highlight the evolving role of AI in the judicial system, offering important insights for future judges and magistrates. For instance, concerns raised about AI-generated Victim Impact Statements emphasize the need for human oversight in sensitive legal matters. Additionally, articles discussing AI tools like "Chat of the Court" illustrate how technology can enhance efficiency in legal research and decision-making. As AI continues to integrate into the justice system, aspiring judges should embrace these advancements while prioritizing ethical standards and accuracy, ensuring they remain resilient in their careers.

More Career Info

Career: Judges, Magistrate Judges, and Magistrates

They make decisions in court by listening to both sides of a case, applying the law, and ensuring justice is served fairly.

Employment & Wage Data

Median Wage

$153,990

Jobs (2025)

25,300

Growth (2025-35)

+2.8%

Annual Openings

800

Education

Doctoral or professional degree

Experience

5 years or more

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

97% ResilienceCore Task

Instruct juries on applicable laws, direct juries to deduce the facts from the evidence presented, and hear their verdicts.

2

96% ResilienceCore Task

Sentence defendants in criminal cases, on conviction by jury, according to applicable government statutes.

3

96% ResilienceCore Task

Preside over hearings and listen to allegations made by plaintiffs to determine whether the evidence supports the charges.

4

96% ResilienceCore Task

Supervise other judges, court officers, and the court's administrative staff.

5

96% ResilienceSupplemental

Rule on custody and access disputes, and enforce court orders regarding custody and support of children.

6

96% ResilienceSupplemental

Grant divorces and divide assets between spouses.

7

96% ResilienceSupplemental

Participate in judicial tribunals to help resolve disputes.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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