AI JOB RISK SCANNER
O*NET-SOC 43-4031.00 / model V11 rated-task engine

Will AI replace
Court, Municipal, and License Clerks?

Perform clerical duties for courts of law, municipalities, or governmental licensing agencies and bureaus. May prepare docket of cases to be called; secure information for judges and court; prepare draft agendas or bylaws for town or city council; answer official correspondence; keep fiscal records and accounts; issue licenses or permits; and record data, administer tests, or collect fees.

Estimated AI task exposure
87%

Very High exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

29 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

79/100

Physical moat

11/100

Human moat

16/100

Rating coverage

100%

29 task statements / 29 rated

Highest-weighted occupation tasks

Perform administrative tasks, such as answering telephone calls, filing court documents, or maintaining office supplies or equipment.
Importance 78/100Relevance 97/100Frequency 79/100Weight 0.85
Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.
Importance 81/100Relevance 93/100Frequency 76/100Weight 0.84
Respond to requests for information from the public, other municipalities, state officials, or state and federal legislative offices.
Importance 78/100Relevance 100/100Frequency 66/100Weight 0.83
Plan or direct the maintenance, filing, safekeeping, or computerization of all municipal documents.
Importance 90/100Relevance 79/100Frequency 76/100Weight 0.83
Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.
Importance 85/100Relevance 78/100Frequency 80/100Weight 0.81
Examine legal documents submitted to courts for adherence to laws or court procedures.
Importance 89/100Relevance 70/100Frequency 76/100Weight 0.78
Record case dispositions, court orders, or arrangements made for payment of court fees.
Importance 85/100Relevance 71/100Frequency 77/100Weight 0.78
Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.
Importance 81/100Relevance 76/100Frequency 71/100Weight 0.77
Instruct parties about timing of court appearances.
Importance 80/100Relevance 70/100Frequency 70/100Weight 0.73
Coordinate or maintain office tracking systems for correspondence or follow-up actions.
Importance 74/100Relevance 72/100Frequency 62/100Weight 0.70

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$48,700

BLS OEWS May 2025

National employment

179,750

BLS OEWS May 2025

Projected growth

+3.4%

BLS Employment Projections 2025–2035

Average annual openings

17

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

82 points lower exposure • 55% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Mobile Heavy Equipment Mechanics, Except Engines

5%

82 points lower exposure • 56% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

82 points lower exposure • 54% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Tank Car, Truck, and Ship Loaders

6%

81 points lower exposure • 57% profile similarity

Median wage: $58,870 Growth 2025–2035: +2.8% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Wind Turbine Service Technicians

5%

82 points lower exposure • 55% profile similarity

Median wage: $64,120 Growth 2025–2035: +29.5% Annual openings: 2

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Aircraft Mechanics and Service Technicians

8%

79 points lower exposure • 57% profile similarity

Median wage: $79,870 Growth 2025–2035: +5.4% Annual openings: 11

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

  • domain expertise
  • exception handling
  • accountability for outcomes

LEARN

  • AI-assisted research
  • workflow automation
  • data literacy
  • prompt and workflow design
  • AI output verification

AI-PROOFING RESOURCES

What this score does not mean

The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

New in V11

Find a Safer Career Path

High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

EXPLORE CAREER ALTERNATIVES
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