Judges, Magistrate Judges, and Magistrates
Arbitrate, advise, adjudicate, or administer justice in a court of law. May sentence defendant in criminal cases according to government statutes or sentencing guidelines. May determine liability of defendant in civil cases. May perform wedding ceremonies.
How AI Impacts Each Task
21 tasks analyzed
Rule on custody and access disputes, and enforce court orders regarding custody and support of children.
Read documents on pleadings and motions to ascertain facts and issues.
Sentence defendants in criminal cases, on conviction by jury, according to applicable government statutes.
Grant divorces and divide assets between spouses.
Rule on admissibility of evidence and methods of conducting testimony.
Instruct juries on applicable laws, direct juries to deduce the facts from the evidence presented, and hear their verdicts.
Award compensation for damages to litigants in civil cases in relation to findings by juries or by the court.
Monitor proceedings to ensure that all applicable rules and procedures are followed.
Preside over hearings and listen to allegations made by plaintiffs to determine whether the evidence supports the charges.
Research legal issues and write opinions on the issues.
Write decisions on cases.
Participate in judicial tribunals to help resolve disputes.
Advise attorneys, juries, litigants, and court personnel regarding conduct, issues, and proceedings.
Interpret and enforce rules of procedure or establish new rules in situations where there are no procedures already established by law.
Settle disputes between opposing attorneys.
Conduct preliminary hearings to decide issues such as whether there is reasonable and probable cause to hold defendants in felony cases.
Impose restrictions upon parties in civil cases until trials can be held.
Supervise other judges, court officers, and the court's administrative staff.
Provide information regarding the judicial system or other legal issues through the media and public speeches.
Perform wedding ceremonies.
Issue arrest warrants.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Rule on custody and access disputes, and enforce court orders regarding custody and support of children. | 15Estimated | 33.0% | 5% | |
| Read documents on pleadings and motions to ascertain facts and issues. | 46.4Observed | 45.6% | 9% | |
| Sentence defendants in criminal cases, on conviction by jury, according to applicable government statutes. | 20Estimated | 35.0% | 5% | |
| Grant divorces and divide assets between spouses. | 35Estimated | 41.0% | 4% | |
| Rule on admissibility of evidence and methods of conducting testimony. | 25Estimated | 37.0% | 6% | |
| Instruct juries on applicable laws, direct juries to deduce the facts from the evidence presented, and hear their verdicts. | 5Estimated | 17.0% | 4% | |
| Award compensation for damages to litigants in civil cases in relation to findings by juries or by the court. | 35Estimated | 41.0% | 4% | |
| Monitor proceedings to ensure that all applicable rules and procedures are followed. | 20Estimated | 35.0% | 7% | |
| Preside over hearings and listen to allegations made by plaintiffs to determine whether the evidence supports the charges. | 10Estimated | 31.0% | 7% | |
| Research legal issues and write opinions on the issues. | 55.67Observed | 49.3% | 8% | |
| Write decisions on cases. | 52Observed | 47.8% | 8% | |
| Participate in judicial tribunals to help resolve disputes. | 5Estimated | 17.0% | 3% | |
| Advise attorneys, juries, litigants, and court personnel regarding conduct, issues, and proceedings. | 5Estimated | 17.0% | 5% | |
| Interpret and enforce rules of procedure or establish new rules in situations where there are no procedures already established by law. | 20Estimated | 35.0% | 4% | |
| Settle disputes between opposing attorneys. | 5Estimated | 17.0% | 4% | |
| Conduct preliminary hearings to decide issues such as whether there is reasonable and probable cause to hold defendants in felony cases. | 15Estimated | 33.0% | 4% | |
| Impose restrictions upon parties in civil cases until trials can be held. | 20Estimated | 35.0% | 3% | |
| Supervise other judges, court officers, and the court's administrative staff. | 5Estimated | 17.0% | 3% | |
| Provide information regarding the judicial system or other legal issues through the media and public speeches. | 54.7Observed | 36.9% | 2% | |
| Perform wedding ceremonies. | 5Estimated | 17.0% | 2% | |
| Issue arrest warrants. | 20Estimated | 35.0% | 3% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
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Alternate Career Paths
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Related News
Recent articles about AI affecting this occupation

200 Judges Have Signed Up To Learn AI—The Other 31,500 Should Too
A free, peer-led consortium is trying to upskill the judiciary on artificial intelligence, but adoption remains dangerously low. With AI-generated evidence flooding courtrooms, legal professionals who lack technical literacy risk making critical errors.

Top Law Firm Apologizes to Bankruptcy Judge for AI Hallucination
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Justice Sotomayor Advises Law Students On AI Adoption — There Should Have Been A Stronger Warning
Supreme Court Justice Sonia Sotomayor offered guidance to future lawyers on navigating artificial intelligence in their practice. Critics argue her advice lacked a sufficient warning about the structural threats AI poses to entry-level legal jobs.

Federal Judge Advances Lawsuit Over Massive HHS Agency Layoffs
The Trump administration failed to dismiss a lawsuit challenging sweeping job cuts and restructuring at the Department of Health and Human Services. The legal battle over these federal workforce reductions will proceed.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis