Judicial Law Clerks
Assist judges in court or by conducting research or preparing legal documents.
AI Impact Summary
Judicial Law Clerks faces moderate AI displacement risk with a score of 36/100. This occupation has higher AI displacement risk than 69% of all analyzed occupations. Of 19 analyzed tasks, 7 are highly automatable, particularly routine cognitive tasks. 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)
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Judicial Law Clerks skill gaps, ranked by relevance to your displacement risk profile.
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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
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
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
19 tasks analyzed
Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.
Confer with judges concerning legal questions, construction of documents, or granting of orders.
Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.
Draft or proofread judicial opinions, decisions, or citations.
Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.
Keep abreast of changes in the law and inform judges when cases are affected by such changes.
Attend court sessions to hear oral arguments or record necessary case information.
Verify that all files, complaints, or other papers are available and in the proper order.
Enter information into computerized court calendar, filing, or case management systems.
Review dockets of pending litigation to ensure adequate progress.
Respond to questions from judicial officers or court staff on general legal issues.
Communicate with counsel regarding case management or procedural requirements.
Participate in conferences or discussions between trial attorneys and judges.
Coordinate judges' meeting and appointment schedules.
Prepare periodic reports on court proceedings, as required.
Maintain judges' law libraries by assembling or updating appropriate documents.
Compile court-related statistics.
Supervise law students, volunteers, or other personnel assigned to the court.
Perform courtroom duties, including calling calendars, administering oaths, and swearing in jury panels and witnesses.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court. | 42.7Observed | 44.1% | 18% | |
| Confer with judges concerning legal questions, construction of documents, or granting of orders. | 20Estimated | 23.0% | 8% | |
| Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations. | 54.17Observed | 48.7% | 14% | |
| Draft or proofread judicial opinions, decisions, or citations. | 49.5Observed | 46.8% | 14% | |
| Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief. | 46.17Observed | 45.5% | 10% | |
| Keep abreast of changes in the law and inform judges when cases are affected by such changes. | 70Estimated | 55.0% | 4% | |
| Attend court sessions to hear oral arguments or record necessary case information. | 60Estimated | 51.0% | 5% | |
| Verify that all files, complaints, or other papers are available and in the proper order. | 92Estimated | 86.0% | 3% | |
| Enter information into computerized court calendar, filing, or case management systems. | 95Estimated | 87.2% | 2% | |
| Review dockets of pending litigation to ensure adequate progress. | 90Estimated | 85.2% | 3% | |
| Respond to questions from judicial officers or court staff on general legal issues. | 40Estimated | 31.0% | 3% | |
| Communicate with counsel regarding case management or procedural requirements. | 30Estimated | 27.0% | 2% | |
| Participate in conferences or discussions between trial attorneys and judges. | 15Estimated | 21.0% | 2% | |
| Coordinate judges' meeting and appointment schedules. | 85Estimated | 83.2% | 2% | |
| Prepare periodic reports on court proceedings, as required. | 90Estimated | 85.2% | 2% | |
| Maintain judges' law libraries by assembling or updating appropriate documents. | 92Estimated | 86.0% | 2% | |
| Compile court-related statistics. | 95Estimated | 87.2% | 2% | |
| Supervise law students, volunteers, or other personnel assigned to the court. | 10Estimated | 19.0% | 2% | |
| Perform courtroom duties, including calling calendars, administering oaths, and swearing in jury panels and witnesses. | 52Estimated | 70.0% | 2% |
Protective Factors
Total protective discount: 27.5%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$60,400
per year
Mean Wage
$69,850
per year
Employment
13K
workers
Wage Range
$42,000 - $113,150
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Judicial Law Clerks 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.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination 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.
- Writing
Writing 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.
- 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.
- 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