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.
AI Impact Summary
Judges, Magistrate Judges, and Magistrates faces low AI displacement risk with a score of 23/100. This occupation has higher AI displacement risk than 12% of all analyzed occupations. Of 21 analyzed tasks, 0 are highly automatable. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
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.
AI-Augmented Skills (7)
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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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.
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
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% |
Protective Factors
Total protective discount: 34.4%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$156,210
per year
Mean Wage
$143,110
per year
Employment
26K
workers
Wage Range
$46,520 - $216,540
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
See all transitionsLawyers
26%Median salary: $151,160
Higher risk than 22% of other occupations
Administrative Law Judges, Adjudicators, and Hearing Officers
28%Median salary: $115,230
Higher risk than 27% of other occupations
Arbitrators, Mediators, and Conciliators
29%Median salary: $67,710
Higher risk than 34% of other occupations
Law Teachers, Postsecondary
31%Median salary: $126,650
Higher risk than 43% of other occupations
Equal Opportunity Representatives and Officers
32%Median salary: $78,420
Higher risk than 51% of other occupations
Criminal Justice and Law Enforcement Teachers, Postsecondary
33%Median salary: $71,470
Higher risk than 58% of other occupations
Probation Officers and Correctional Treatment Specialists
33%Median salary: $64,520
Higher risk than 58% of other occupations
Political Scientists
34%Median salary: $139,380
Higher risk than 60% of other occupations
Judicial Law Clerks
36%Median salary: $60,400
Higher risk than 69% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Judges, Magistrate Judges, and Magistrates professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Negotiation
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change