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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Somewhat Resilient
Last Update: 4/23/2026
Your role’s AI Resilience Score is
37.2%
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.
Med
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.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
AI Resilience Report forCourt, Municipal, and License Clerks
Court, Municipal, and License Clerks are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
This career is labeled as "Somewhat Resilient" because, while AI is increasingly used to speed up routine tasks like data entry and record-keeping, human skills are still crucial for interpreting laws, making fair decisions, and handling complex public inquiries. AI tools can help clerks work more efficiently, but they can't fully replace the need for human judgment and empathy.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreThis role is somewhat resilient
This career is labeled as "Somewhat Resilient" because, while AI is increasingly used to speed up routine tasks like data entry and record-keeping, human skills are still crucial for interpreting laws, making fair decisions, and handling complex public inquiries. AI tools can help clerks work more efficiently, but they can't fully replace the need for human judgment and empathy.
Read full analysisAnalysis of Current AI Resilience
Court & License Clerks
Updated Quarterly • Last Update: 2/17/2026
How is AI changing Court & License Clerks jobs?
Court, municipal and license clerks handle many data-driven tasks – for example, checking license records or entering court case outcomes [1] [1]. Because these duties are repetitive, software can step in. Some governments already use digital tools: for instance, New Jersey built an AI “permit drafter” to help staff prepare license and permit instructions, cutting 3.5 hours of work per permit [2] [2].
Academic research notes local governments are “progressively leveraging AI technologies to enhance service delivery,” ranging from simple automation to more complex assistance [3]. In practice, clerks often use databases and e-filing systems to record case dispositions or verify applications, which is a kind of automation. Experts say governments see AI helpful for behind-the-scenes work like “case management” and report generation [4].
Still, most communities keep a person in charge. Even with new tools, human review is needed – for example, to answer tricky public questions or to interpret laws and make fair licensing decisions. Current AI tools (like chatbots or document scanners) can speed up routine checks, but clerks still verify results and handle exceptions by hand [1] [4].
In short, AI is starting to augment these jobs (making routine parts faster) rather than fully replace clerks.
Sources
How fast is AI adoption growing for Court & License Clerks?
Interest in AI is growing but cautious. On the plus side, many governments are pushing for digital services and efficiency. About 51% of public sector employees say they use AI tools at least weekly [4].
State governments even considered 150 new AI-related bills in 2024 and many agencies issue guidance for pilot projects [4]. These efforts are often driven by goals like reducing backlog, helping citizens faster, or covering for staff shortages. For example, some DMV offices now offer self-service kiosks or online renewals to cut wait lines, using technology instead of extra hires.
On the other hand, adoption can be slow. Many barriers exist – government budgets are tight and large AI projects can be expensive. A recent survey found top obstacles were unclear rules for AI and limits in tech infrastructure [4].
Clerks’ jobs involve privacy and public trust, so leaders worry about mistakes and fairness. For example, U.S. court officials emphasize that AI tools in legal work need careful oversight [4]. Societies expect human judgment in courts and licenses, so lawmakers push strict controls.
Overall, AI in this field is still mostly augmented support, not full automation. New AI tools (like online forms that auto-check errors, or virtual assistants to answer common questions) can help clerks work faster and focus on people-facing tasks. Human skills – explaining rules, writing notes, showing empathy and judgment – remain hard to automate.
Young people can rest assured that while technology will change how clerks work, the “human touch” (and jobs) are still important [4] [3].
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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
$47,700
Jobs (2024)
180,400
Growth (2024-34)
+3.0%
Annual Openings
18,500
Education
High school diploma or equivalent
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
Prepare and mark applicable court exhibits or evidence.
2
Provide assistance to persons with disabilities in reaching less accessible areas of municipal facilities.
3
Process claims against the municipality, maintaining files and log of claims, and coordinate claim response and handling with municipal claims administrators.
4
Serve as a notary of the public.
5
Meet with judges, lawyers, parole officers, police, or social agency officials to coordinate the functions of the court.
6
Amend indictments when necessary and endorse indictments with pertinent information.
7
Prepare reports on civic needs.
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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