AI exposure by occupation, O*NET 23-1023.00
Will AI replace Judges, Magistrate Judges, and Magistrates?
Judges, Magistrate Judges, and Magistrates: AI can already handle 2 of 21 tasks; the work mostly needs a standard-tier model.
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Every task, scored
The 21 tasks O*NET 30.3 lists for Judges, Magistrate Judges, and Magistrates, from most to least exposed. 2 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Interpret and enforce rules of procedure or establish new rules in situations where there are no procedures already established by law. | Estimated | Frontier | |
| Advise attorneys, juries, litigants, and court personnel regarding conduct, issues, and proceedings. | Estimated | Frontier | |
| Read documents on pleadings and motions to ascertain facts and issues. | Observed | Efficient | |
| Sentence defendants in criminal cases, on conviction by jury, according to applicable government statutes. | Estimated | Standard | |
| Rule on custody and access disputes, and enforce court orders regarding custody and support of children. | Estimated | Standard | |
| Monitor proceedings to ensure that all applicable rules and procedures are followed. | Estimated | Standard | |
| Instruct juries on applicable laws, direct juries to deduce the facts from the evidence presented, and hear their verdicts. | Estimated | Standard | |
| Write decisions on cases. | Estimated | Efficient | |
| Rule on admissibility of evidence and methods of conducting testimony. | Estimated | Standard | |
| Preside over hearings and listen to allegations made by plaintiffs to determine whether the evidence supports the charges. | Estimated | Efficient | |
| Conduct preliminary hearings to decide issues, such as whether there is reasonable and probable cause to hold defendants in felony cases. | Estimated | Efficient | |
| Award compensation for damages to litigants in civil cases in relation to findings by juries or by the court. | Estimated | Standard | |
| Research legal issues and write opinions on the issues. | Estimated | Efficient | |
| Grant divorces and divide assets between spouses. | Estimated | Standard | |
| Participate in judicial tribunals to help resolve disputes. | Estimated | Standard | |
| Issue arrest warrants. | Estimated | Efficient | |
| Settle disputes between opposing attorneys. | Estimated | Standard | |
| Impose restrictions upon parties in civil cases until trials can be held. | Estimated | Standard | |
| Supervise other judges, court officers, and the court's administrative staff. | Estimated | Standard | |
| Provide information regarding the judicial system or other legal issues through the media and public speeches. | Estimated | Efficient | |
| Perform wedding ceremonies. | Estimated | Efficient |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 1 of 21 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 20 of 21. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A standard-tier model or lower covers 90% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 24,030
- Median annual wage
- $153,990
- Middle half of earners
- $85,710 to $194,950
- Projected change, 2024 to 2034
- +2.5%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Administrative Law Judges, Adjudicators, and Hearing Officers 70% skill overlap, about 11 months to move Exposure72
- Judicial Law Clerks 66% skill overlap, about 12 months to move Exposure64
- Arbitrators, Mediators, and Conciliators 59% skill overlap, about 15 months to move Exposure38
- Lawyers 59% skill overlap, about 15 months to move Exposure71
- Bailiffs 58% skill overlap, about 15 months to move Exposure28
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Judges, Magistrate Judges, and Magistrates and AI
Will AI replace Judges, Magistrate Judges, and Magistrates?
AI already handles 2 of the 21 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 34 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +2.5% from 2024 to 2034.
What is the AI exposure of Judges, Magistrate Judges, and Magistrates?
34 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 1 of the 21 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 20 are estimated from each task's O*NET work activity.
Which Judges, Magistrate Judges, and Magistrates tasks can AI already do?
The tasks with the highest exposure are: Interpret and enforce rules of procedure or establish new rules in situations where there are no procedures already established by law; Advise attorneys, juries, litigants, and court personnel regarding conduct, issues, and proceedings. They are the tasks that reach 60 or more.
What AI model tier does this role need?
A standard-tier model or lower covers 90% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Judges, Magistrate Judges, and Magistrates, and what do they earn?
24,030 people in the United States, with a median annual wage of $153,990 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +2.5% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Judges, Magistrate Judges, and Magistrates. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/judges-magistrate-judges-and-magistrates
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