免許事務員
事務・管理サポートAI露出度
- データ出典: BLS公表時点: 2026-08
非常に高い· 相対
低い4段階の相対区分非常に高い職業群単位の値
尺度・母数・出典
4段階の相対区分（低い / 中程度 / 高い / 非常に高い）
BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります
- データ出典: Anthropic公表時点: 2026-03
0.102
0.000ここに掲載された値の範囲0.745尺度・母数・出典
- データ出典: ILO公表時点: 2025
0.43
0.09ここに掲載された値の範囲0.70職業群単位の値
尺度・母数・出典
生成AI露出度指数、公開されたまま0–1
ISCO-08の職業小分類単位 — 同じコードの職業はすべて同じ値
当サイトの算出であり、ILOが公表した数値ではありません。当サイトがILOデータセットに結び付けた職業1,012件のうち、この値以上のものは30%です。
この出典がどのような性格の値か
BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。
Task-level exposure
露出のある作業のみ| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.43-4031 | 0.011415.0 | —0 |
Prepare meeting agendas or packets of related information.43-4031 | 0.010814.2 | 0.004517.1 |
Explain procedures or forms to parties in cases or to the general public.43-4031 | 0.008611.3 | —0 |
Respond to requests for information from the public, other municipalities, state officials, or state and federal legislative offices.43-4031 | 0.008010.5 | 0.00228.4 |
Answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.43-4031 | 0.00597.8 | —0 |
Inform customers by mail or telephone of additional steps they need to take to obtain licenses.43-4031 | 0.00567.4 | —0 |
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.43-4031 | 0.00557.2 | —0 |
Record and edit the minutes of meetings and distribute to appropriate officials or staff members.43-4031 | 0.00547.1 | 0.00186.8 |
Verify the authenticity of documents, such as foreign identification or immigration documents.43-4031 | 0.00486.3 | —0 |
Prepare and issue orders of the court, such as probation orders, release documentation, sentencing information, or summonses.43-4031 | 0.00314.1 | —0 |
| Not observed on any surface — 48 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Prepare dockets or calendars of cases to be called, using typewriters or computers. | —0 | —0 |
Record case dispositions, court orders, or arrangements made for payment of court fees. | —0 | —0 |
Prepare documents recording the outcomes of court proceedings. | —0 | —0 |
Instruct parties about timing of court appearances. | —0 | —0 |
Search files and contact witnesses, attorneys, or litigants to obtain information for the court. | —0 | —0 |
Perform administrative tasks, such as answering telephone calls, filing court documents, or maintaining office supplies or equipment. | —0 | —0 |
Follow procedures to secure courtrooms or exhibits, such as money, drugs, or weapons. | —0 | —0 |
Amend indictments when necessary and endorse indictments with pertinent information. | —0 | —0 |
Read charges and related information to the court and, if necessary, record defendants' pleas. | —0 | —0 |
Swear in jury members, interpreters, witnesses, or defendants. | —0 | —0 |
Collect court fees or fines and record amounts collected. | —0 | —0 |
Direct support staff in handling of paperwork processed by clerks' offices. | —0 | —0 |
Prepare and mark applicable court exhibits or evidence. | —0 | —0 |
Record court proceedings, using recording equipment, or record minutes of court proceedings, using stenotype machines or shorthand. | —0 | —0 |
Prepare courtrooms with paper, pens, water, easels, or electronic equipment and ensure that recording equipment is working. | —0 | —0 |
Conduct roll calls and poll jurors. | —0 | —0 |
Open courts, calling them to order, and announcing judges. | —0 | —0 |
Meet with judges, lawyers, parole officers, police, or social agency officials to coordinate the functions of the court. | —0 | —0 |
Prepare staff schedules. | —0 | —0 |
Plan and direct the maintenance, filing, safekeeping, and computerization of all municipal documents. | —0 | —0 |
Issue public notification of all official activities or meetings. | —0 | —0 |
Maintain and update documents, such as municipal codes or city charters. | —0 | —0 |
Perform budgeting duties, such as assisting in budget preparation, expenditure review, or budget administration. | —0 | —0 |
Research information in the municipal archives upon request of public officials or private citizens. | —0 | —0 |
Perform contract administration duties, assisting with bid openings or the awarding of contracts. | —0 | —0 |
Collaborate with other staff to assist in the development and implementation of goals, objectives, policies, or priorities. | —0 | —0 |
Issue various permits and licenses, such as marriage, fishing, hunting, or dog licenses, and collect appropriate fees. | —0 | —0 |
Represent municipalities at community events or serve as liaisons on community committees. | —0 | —0 |
Serve as a notary of the public. | —0 | —0 |
Provide assistance to persons with disabilities in reaching less accessible areas of municipal facilities. | —0 | —0 |
Process claims against the municipality, maintaining files and log of claims, and coordinate claim response and handling with municipal claims administrators. | —0 | —0 |
Develop or conduct orientation programs for candidates for political office. | —0 | —0 |
Provide assistance with events, such as police department auctions of abandoned automobiles. | —0 | —0 |
Collect prescribed fees for licenses. | —0 | —0 |
Code information on license applications for entry into computers. | —0 | —0 |
Maintain records of applications made or licensing fees collected. | —0 | —0 |
Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms. | —0 | —0 |
Perform routine data entry or other office support activities, including creating, sorting, photocopying, distributing, or filing documents. | —0 | —0 |
Perform record checks on past or current licensees, as required by investigations. | —0 | —0 |
Train other workers or coordinate their work, as necessary. | —0 | —0 |
Stock counters with adequate supplies of forms, film, licenses, or other required materials. | —0 | —0 |
Assemble photographs with printed license information to produce completed documents. | —0 | —0 |
Prepare bank deposits and take deposits to banks. | —0 | —0 |
Operate specialized photographic equipment to obtain photographs for drivers' licenses or photo identification cards. | —0 | —0 |
Instruct customers in the completion of driver's license application forms or other forms, such as voter registration cards or organ donor forms. | —0 | —0 |
Respond to correspondence from insurance companies regarding the licensure of agents, brokers, or adjusters. | —0 | —0 |
Prepare lists of overdue accounts, license suspensions, or issuances. | —0 | —0 |
Mail driver's licenses to out-of-county or out-of-state applicants. | —0 | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Record and edit the minutes of meetings and distribute to appropriate officials or staff members.O*NET Task ID 23269 | 1.0 |
Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.O*NET Task ID 23270 | 1.0 |
Issue public notification of all official activities or meetings.O*NET Task ID 23271 | 1.0 |
Prepare meeting agendas or packets of related information.O*NET Task ID 23274 | 1.0 |
Prepare and issue orders of the court, such as probation orders, release documentation, sentencing information, or summonses.O*NET Task ID 23275 | 1.0 |
Prepare ordinances, resolutions, or proclamations so that they can be executed, recorded, archived, or distributed.O*NET Task ID 23276 | 1.0 |
Code information on license applications for entry into computers.O*NET Task ID 23277 | 1.0 |
Record case dispositions, court orders, or arrangements made for payment of court fees.O*NET Task ID 23278 | 1.0 |
Prepare documents recording the outcomes of court proceedings.O*NET Task ID 23281 | 1.0 |
Perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.O*NET Task ID 23283 | 1.0 |
Train other workers or coordinate their work, as necessary.O*NET Task ID 23289 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page