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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Court, Municipal, and License Clerks?

Transitioning

Baseline AI displacement risk for Court, Municipal, and License Clerks, aggregated from 8 research sources.

What this score means

Court, Municipal, and License Clerks is among the more exposed roles in Administration. A large share of the work, especially its routine and text heavy parts, is already within reach of current AI, though the harder judgment calls still need a person. At 56 out of 100 it scores 4 points above the Administration average of 52. Across the 8 sources behind this baseline, individual estimates run from 48 to 66, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Court, Municipal, and License Clerks, most central first, showing 12 of 30.

  • 01Evaluate information on applications to verify completeness and accuracy and to determine whether applicants are qualified to obtain desired licenses.
  • 02Perform administrative tasks, such as answering telephone calls, filing court documents, or maintaining office supplies or equipment.
  • 03Verify the authenticity of documents, such as foreign identification or immigration documents.
  • 04Record and edit the minutes of meetings and distribute to appropriate officials or staff members.
  • 05Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.
  • 06Issue public notification of all official activities or meetings.
  • 07Record and maintain all vital and fiscal records and accounts.
  • 08Record case dispositions, court orders, or arrangements made for payment of court fees.
  • 09Answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.
  • 10Prepare meeting agendas or packets of related information.
  • 11Examine legal documents submitted to courts for adherence to laws or court procedures.
  • 12Prepare ordinances, resolutions, or proclamations so that they can be executed, recorded, archived, or distributed.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 8 research sources that scored Court, Municipal, and License Clerks for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Court, Municipal, and License Clerks?
Published research puts Court, Municipal, and License Clerks at 56 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 8 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Court, Municipal, and License Clerks?
Broadly, yes. Individual estimates for Court, Municipal, and License Clerks run from 48 to 66 out of 100 across the 8 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.
Which administration roles face similar AI exposure?
The closest published administration roles to Court, Municipal, and License Clerks by score are Reservation and Transportation Ticket Agents and Travel Clerks (56/100), Billing and Posting Clerks (57/100), and Eligibility Interviewers, Government Programs (57/100). Each has its own page with the research behind its number.

Also covers

Agent Licensing Clerk · Animal Control Licensing Worker · Appeals Clerk · Appellate Court Clerk · Basic Traffic Minute Clerk · Birth Certification Clerk · Calendar Clerk · Case Clerk and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.