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Court, Municipal, and License Clerks

Court, Municipal, and License Clerks score 70 out of 100, which is high exposure to AI. That ranks #45 of 923 US occupations, where #1 is the most exposed. Of the 30 tasks in this job, AI could speed up 12 on its own and 17 more with extra software built on top of it. In April–May 2026, 13 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

70/ 100
High
Rank
#45of 923 jobs
US workers
179,750BLS, May 2025
Median pay
$48,700a year
In real AI use
13 of 30tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 12 (40%)
  • AI can speed this up with extra software: 17 (57%)
  • Little or no AI speed-up: 1 (3%)
  • Perform administrative tasks, such as answering telephone calls, filing court documents, or maintaining office supplies or equipment.AI can speed this up on its own · core task
  • Record and edit the minutes of meetings and distribute to appropriate officials or staff members.AI can speed this up on its own · core task · Seen in real AI use
  • Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.AI can speed this up on its own · core task
  • Issue public notification of all official activities or meetings.AI can speed this up on its own · core task
  • Record case dispositions, court orders, or arrangements made for payment of court fees.AI can speed this up on its own · core task
  • Prepare meeting agendas or packets of related information.AI can speed this up on its own · core task · Seen in real AI use
  • Prepare ordinances, resolutions, or proclamations so that they can be executed, recorded, archived, or distributed.AI can speed this up on its own · core task · Seen in real AI use
  • Code information on license applications for entry into computers.AI can speed this up on its own · core task
  • Prepare documents recording the outcomes of court proceedings.AI can speed this up on its own · core task · Seen in real AI use
  • Prepare and issue orders of the court, such as probation orders, release documentation, sentencing information, or summonses.AI can speed this up on its own · core task · Seen in real AI use
  • Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.AI can speed this up on its own · core task
  • Instruct parties about timing of court appearances.AI can speed this up on its own · core task
  • Evaluate information on applications to verify completeness and accuracy and to determine whether applicants are qualified to obtain desired licenses.AI can speed this up with extra software · core task
  • Verify the authenticity of documents, such as foreign identification or immigration documents.AI can speed this up with extra software · core task · Seen in real AI use
  • Record and maintain all vital and fiscal records and accounts.AI can speed this up with extra software · core task
  • Answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.AI can speed this up with extra software · core task · Seen in real AI use
  • Examine legal documents submitted to courts for adherence to laws or court procedures.AI can speed this up with extra software · core task · Seen in real AI use
  • Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.AI can speed this up with extra software · core task · Seen in real AI use
  • Perform budgeting duties, such as assisting in budget preparation, expenditure review, or budget administration.AI can speed this up with extra software · core task · Seen in real AI use
  • Perform record checks on past or current licensees, as required by investigations.AI can speed this up with extra software · core task
  • Respond to requests for information from the public, other municipalities, state officials, or state and federal legislative offices.AI can speed this up with extra software · core task
  • Coordinate or maintain office tracking systems for correspondence or follow-up actions.AI can speed this up with extra software · core task · Seen in real AI use
  • Research information in the municipal archives upon request of public officials or private citizens.AI can speed this up with extra software · core task
  • Perform contract administration duties, assisting with bid openings or the awarding of contracts.AI can speed this up with extra software · core task · Seen in real AI use
  • Participate in the administration of municipal elections, such as preparation or distribution of ballots, appointment or training of election officers, or tabulation or certification of results.AI can speed this up with extra software · supplemental task
  • Search files and contact witnesses, attorneys, or litigants to obtain information for the court.AI can speed this up with extra software · supplemental task · Seen in real AI use
  • Issue various permits and licenses, such as marriage, fishing, hunting, and dog licenses, and collect appropriate fees.AI can speed this up with extra software
  • Plan or direct the maintenance, filing, safekeeping, or computerization of all municipal documents.AI can speed this up with extra software
  • Prepare dockets or calendars of cases to be called.AI can speed this up with extra software
  • Train other workers or coordinate their work, as necessary.Little or no AI speed-up · core task

Questions about court, municipal, and license clerks and AI

Will AI replace court, municipal, and license clerks?

Probably not entirely, but the job is likely to change a lot. Court, Municipal, and License Clerks score 70 out of 100 (high exposure), #45 of 923 US jobs. AI could speed up 29 of the job's 30 tasks, 12 of them on its own, while 1 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which court, municipal, and license clerks tasks can AI do?

The most exposed tasks include "Perform administrative tasks, such as answering telephone calls, filing court documents, or maintaining office supplies or equipment"; "Record and edit the minutes of meetings and distribute to appropriate officials or staff members"; "Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms".

Which court, municipal, and license clerks tasks are hardest for AI?

Tasks with little or no AI speed-up include "Train other workers or coordinate their work, as necessary".

Are people already using AI for this work?

Yes. In April–May 2026, 13 of the 30 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as court, municipal, and license clerks, and what do they earn?

About 179,750 people in the US, with median pay of $48,700 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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