Takeover Tracker
23%low risk

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.

Higher risk than 12% of occupations
Checking for existing plan...

How AI Impacts Each Task

21 tasks analyzed

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

Risk: 33.0%AI: 15EstimatedTime: 5%

Read documents on pleadings and motions to ascertain facts and issues.

Risk: 45.6%AI: 46.4ObservedTime: 9%

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

Risk: 35.0%AI: 20EstimatedTime: 5%

Grant divorces and divide assets between spouses.

Risk: 41.0%AI: 35EstimatedTime: 4%

Rule on admissibility of evidence and methods of conducting testimony.

Risk: 37.0%AI: 25EstimatedTime: 6%

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

Risk: 17.0%AI: 5EstimatedTime: 4%

Award compensation for damages to litigants in civil cases in relation to findings by juries or by the court.

Risk: 41.0%AI: 35EstimatedTime: 4%

Monitor proceedings to ensure that all applicable rules and procedures are followed.

Risk: 35.0%AI: 20EstimatedTime: 7%

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

Risk: 31.0%AI: 10EstimatedTime: 7%

Research legal issues and write opinions on the issues.

Risk: 49.3%AI: 55.67ObservedTime: 8%

Write decisions on cases.

Risk: 47.8%AI: 52ObservedTime: 8%

Participate in judicial tribunals to help resolve disputes.

Risk: 17.0%AI: 5EstimatedTime: 3%

Advise attorneys, juries, litigants, and court personnel regarding conduct, issues, and proceedings.

Risk: 17.0%AI: 5EstimatedTime: 5%

Interpret and enforce rules of procedure or establish new rules in situations where there are no procedures already established by law.

Risk: 35.0%AI: 20EstimatedTime: 4%

Settle disputes between opposing attorneys.

Risk: 17.0%AI: 5EstimatedTime: 4%

Conduct preliminary hearings to decide issues such as whether there is reasonable and probable cause to hold defendants in felony cases.

Risk: 33.0%AI: 15EstimatedTime: 4%

Impose restrictions upon parties in civil cases until trials can be held.

Risk: 35.0%AI: 20EstimatedTime: 3%

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

Risk: 17.0%AI: 5EstimatedTime: 3%

Provide information regarding the judicial system or other legal issues through the media and public speeches.

Risk: 36.9%AI: 54.7ObservedTime: 2%

Perform wedding ceremonies.

Risk: 17.0%AI: 5EstimatedTime: 2%

Issue arrest warrants.

Risk: 35.0%AI: 20EstimatedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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)

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Judges, Magistrate Judges, and Magistrates skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.1pt risk+$8K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.8pt risk+$10K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4.3pt risk+$11K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

-2.4

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma23%
Master's Degree9%
Level 99%
Level 107%
Level 1153%
Level 121%

Prior Experience Needed

Work experience required to enter this job

None23%
1-2 years1%
2-4 years2%
4-6 years15%
6-8 years26%
8-10 years11%
Over 10 years22%

Training Provided After Hiring

How long it typically takes to learn on the job

None43%
Up to 1 month20%
1-3 months14%
3-6 months2%
6 months - 1 year10%
1-2 years9%
4-6 years1%

Related News

Recent articles about AI affecting this occupation

5 articles

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.

Forbes AI6d ago

Top Law Firm Apologizes to Bankruptcy Judge for AI Hallucination

Sullivan & Cromwell submitted a court motion containing fake AI-generated citations in a New York bankruptcy case. The embarrassing error highlights the ongoing risks of relying on generative tools for high-stakes legal drafting without human oversight.

Bloomberg TechnologyApr 21

Stanford summit highlights AI's growing impact on legal services and courts

Over 600 competitors and experts gathered to explore how computational law will reshape legal services. The event highlighted emerging technologies that could automate court processes and public governance tasks.

NewsData AI & JobsApr 17

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.

Above the LawApr 10

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.

Fierce HealthcareApr 8

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis