Somewhat Resilient

Last Update: 5/19/2026

Your role’s AI Resilience Score is

38.9%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Contributing sources

AI Resilience Report forJudicial Law Clerks

Judicial Law Clerks are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Judicial law clerks are "Somewhat Resilient" because AI is already taking over a big chunk of the routine work — like pulling case records, tracking dockets, and summarizing transcripts — which means the role is genuinely changing. The good news is that courts are moving cautiously with AI adoption because the stakes are so high; real errors have already caused judges to withdraw rulings and even overturn cases, which shows why human judgment and careful review still matter enormously.

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This role is somewhat resilient

Judicial law clerks are "Somewhat Resilient" because AI is already taking over a big chunk of the routine work — like pulling case records, tracking dockets, and summarizing transcripts — which means the role is genuinely changing. The good news is that courts are moving cautiously with AI adoption because the stakes are so high; real errors have already caused judges to withdraw rulings and even overturn cases, which shows why human judgment and careful review still matter enormously.

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Analysis of Current AI Resilience

Judicial Law Clerks

Updated Quarterly • Last Update: 5/14/2026

Analysis
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State of Automation

How is AI changing Judicial Law Clerks jobs?

Right now, AI in courts is mostly augmenting law clerks rather than replacing them — and judges are pretty open about it. Louisiana appellate Judge Scott Schlegel says he and other judges use AI for legal research, to search extensive case records, and to summarize testimony, and he cautions colleagues to "treat AI like a first-year law clerk and double-check everything". U.S. Magistrate Judge Allison Goddard and her law clerks have experimented with ChatGPT, Claude, vLex's Vincent, and Thomson Reuters' CoCounsel [1] to draft motions, build timelines, and summarize transcripts.

The National Judicial College is even training appellate judges on exactly this, with live demonstrations of how AI tools may be used for initial case assessment, legal research, brief writing and opinion drafting [2]. So the most automatable tasks — checking files, pulling precedents, tracking dockets — are increasingly handled with AI, while clerks focus on judgment-heavy work.

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AI Adoption

How fast is AI adoption growing for Judicial Law Clerks?

Adoption is moving fast in the broader legal world. A Litify 2025 report found AI use among legal professionals reached 78%, with case and legal research being the #1 use [3]. But courts move more cautiously.

A Brookings TechTank discussion on AI in legal practice [4] highlights ethics and accuracy concerns, and the stakes are higher for judges — as the ABA notes, federal judges in Mississippi and New Jersey withdrew rulings after AI-related errors, and a Georgia appellate court overturned a divorce decree because the trial judge's order relied on fake caselaw [1] [5]. A National Law Review survey of 85 legal experts found 58.3% reject the idea that AI will replace entry-level lawyers within five years [6], suggesting clerkships will evolve, not vanish. The hopeful takeaway: if you're considering this path, your human strengths — careful judgment, ethical reasoning, and face-to-face communication with judges and attorneys — are exactly what AI can't replicate, and they'll matter more, not less.

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More Career Info

Career: Judicial Law Clerks

They assist judges by researching legal issues, preparing briefs, and helping with courtroom procedures to ensure the court runs smoothly and fairly.

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Employment & Wage Data

Median Wage

$60,400

Jobs (2024)

14,500

Growth (2024-34)

+2.5%

Annual Openings

1,000

Education

Doctoral or professional degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

94% ResilienceCore Task

Confer with judges concerning legal questions, construction of documents, or granting of orders.

2

92% ResilienceCore Task

Attend court sessions to hear oral arguments or record necessary case information.

3

92% ResilienceSupplemental

Perform courtroom duties, including calling calendars, administering oaths, and swearing in jury panels and witnesses.

4

90% ResilienceSupplemental

Participate in conferences or discussions between trial attorneys and judges.

5

88% ResilienceCore Task

Respond to questions from judicial officers or court staff on general legal issues.

6

85% ResilienceSupplemental

Supervise law students, volunteers, or other personnel assigned to the court.

7

82% ResilienceSupplemental

Communicate with counsel regarding case management or procedural requirements.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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