Somewhat Resilient
Last Update: 8/30/2026
AI Resilience Score for Court & License Clerks:
38.5%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Low
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forCourt, Municipal, and License Clerks
$48,700 median salary•17,100 annual openings•SOC Code: 43-4031.00
Court, Municipal, and License Clerks are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.
Court, municipal, and license clerks are labeled "Somewhat Resilient" because AI is already changing real parts of this job in meaningful ways, like automating meeting minutes that used to take hours and drafting court orders, so clerks who do not adapt will find their roles shrinking. At the same time, the work is not disappearing, because courts and local governments are moving carefully due to concerns about AI errors, public trust, and legal rules that require human oversight at every step.
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More career infoAnalysisChatNewsMoreThis role is somewhat resilient
Court, municipal, and license clerks are labeled "Somewhat Resilient" because AI is already changing real parts of this job in meaningful ways, like automating meeting minutes that used to take hours and drafting court orders, so clerks who do not adapt will find their roles shrinking. At the same time, the work is not disappearing, because courts and local governments are moving carefully due to concerns about AI errors, public trust, and legal rules that require human oversight at every step.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Court & License Clerks
Updated Quarterly
How is AI changing Court & License Clerks jobs?
Right now, AI is mostly being used to augment court, municipal, and license clerks — helping them work faster rather than replacing them. In Long View, North Carolina, town clerk Heather Minor uses an AI "clerkware" tool called ClerkMinutes, and she now spends about 30 to 60 minutes processing each meeting's minutes instead of four to eight hours [1], freeing her up for other work while improving transparency and accuracy. More than 450 municipalities already use ClerkMinutes [2], showing this kind of tool is spreading quickly at the local level.
On the court side, Alaska released the Alaska Virtual Assistant (AVA) [3], an AI chatbot designed to help court users navigate the probate court system, and Los Angeles and Riverside courts are testing an AI tool called Learned Hand [4] that drafts orders and produces research memos, primarily for civil cases so far. Vendors like Thomson Reuters pitch these as helpers, not replacements [5] — CoCounsel Legal is an AI solution purpose-built for legal professionals including court clerks, acting as a collaborative tool that handles time-intensive tasks while maintaining human control over every decision.
Sources
How fast is AI adoption growing for Court & License Clerks?
Adoption is happening, but carefully. Cost pressure and backlogs are big drivers: Learned Hand's founder says the judiciary needs AI to deal with a "paper blizzard" of filings and is already being used by court systems in 10 states [6]. But there are real brakes on speed.
Public trust matters — AI models are known to cite falsehoods, and a researcher has documented hundreds of instances of litigants, lawyers, and judges making mistakes when using AI, including nearly 90 cases in California since August 2024. Legal and ethical rules also slow things down; a majority of California's superior courts now have generative AI use policies they were required to create by the state Judicial Council before using the technology. The good news for you: clerks bring judgment, empathy, and accountability that software can't match.
Courts using AI tools have enabled employees to focus more on human interactions in their work while improving efficiency and equity in judicial outcomes [7] — meaning the human parts of this job, like helping confused members of the public or catching an AI's mistakes, are becoming more valuable, not less.
Sources
Will AI replace Court & License Clerks?
Not entirely. We think AI will take over some tasks, but not the whole job.
Our 38.5% AI Resilience Score signals real disruption ahead for court, municipal, and license clerks. The routine, document-heavy parts of this work are already being automated. Town clerks are using tools like ClerkMinutes to cut meeting-minutes processing from up to eight hours down to about 30 to 60 minutes [1], and court systems in 10 states are piloting AI that drafts orders and research memos [6]. That kind of efficiency gain tends to reduce headcount over time, even when the stated goal is augmentation.
What keeps this from being a full replacement story is accountability and judgment. AI models have produced errors in legal settings at a documented scale that courts cannot ignore, and most California superior courts now require formal AI use policies before deploying the technology [4]. Someone still has to catch mistakes, guide confused members of the public, and stand behind official records. Courts using AI tools have found that employees shift toward more human interaction, not less [7].
The honest picture: expect fewer purely clerical positions, but a remaining core of clerks doing higher-stakes work. Adapting means getting comfortable with AI tools early and leaning into the judgment and public-facing skills that software still cannot replicate.
Sources
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Latest AI news for Court & License Clerks
As students consider careers as Court, Municipal, and License Clerks, understanding AI's impact is crucial. Articles highlight that these roles are among the most vulnerable to AI, with a risk score of 85/100 indicating significant replacement potential. However, opportunities may arise in new areas like citation-checking for AI-generated content. Embracing technology and developing specialized skills can foster resilience in this evolving landscape, ensuring clerks remain valuable as the field adapts to AI advancements.
What Court Jobs are Vulnerable to AI? Which can be ...
www.linkedin.com • 9/20/2026
There may be newly specialized work in citation-checking of AI. Court, municipal, and license clerks. Vulnerability: highest. Number of workers: ... Read more
Will AI Replace Court, Municipal, and License Clerks?
www.replacedbai.com • 9/20/2026
No, Court, Municipal, and License Clerks roles face significant AI replacement risk. With a risk score of 85/100, this occupation is in the high-danger zone for ... Read more
Which jobs are most vulnerable to AI?
www.wjcl.com • 5/17/2026
Correspondence clerks, interpreters, translators and license clerks are more vulnerable to AI, new study shows.
AI poses bigger threat in jobs with more women, study finds
www.cbsnews.com • 1/29/2026
Workers in clerical and administrative roles could have the most trouble adapting to the impact of AI on jobs, new research shows.
AI and Government Workers: Use Cases in Public Administration
rooseveltinstitute.org • 7/15/2025
In a new analysis Samantha Shorey explores how AI tools in state and local government can burden public workers and undermine service...
More Career Info
Career: Court, Municipal, and License Clerks
They help keep records organized, process legal and license documents, and assist the public with forms and information in courts and government offices.
Parent Careers
Employment & Wage Data
Median Wage
$48,700
Jobs (2025)
187,000
Growth (2025-35)
+3.4%
Annual Openings
17,100
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Train other workers or coordinate their work, as necessary.
2
Perform contract administration duties, assisting with bid openings or the awarding of contracts.
3
Search files and contact witnesses, attorneys, or litigants to obtain information for the court.
4
Perform budgeting duties, such as assisting in budget preparation, expenditure review, or budget administration.
5
Plan or direct the maintenance, filing, safekeeping, or computerization of all municipal documents.
6
Examine legal documents submitted to courts for adherence to laws or court procedures.
7
Verify the authenticity of documents, such as foreign identification or immigration documents.
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.
