受給資格面接官
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
0.060
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
0.45
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25%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 % |
|---|---|
Interpret and explain information such as eligibility requirements, application details, payment methods, and applicants' legal rights.43-4061 | 0.032362.7 |
Answer applicants' questions about benefits and claim procedures.43-4061 | 0.008115.8 |
Provide applicants with assistance in completing application forms such as those for job referrals or unemployment compensation claims.43-4061 | 0.006212.0 |
Compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.43-4061 | 0.00163.2 |
Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.43-4061 | 0.00163.2 |
Refer applicants to job openings or to interviews with other staff, in accordance with administrative guidelines or office procedures.43-4061 | 0.00163.2 |
| Not observed on any surface — 11 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. | |
Interview benefits recipients at specified intervals to certify their eligibility for continuing benefits. | —0 |
Initiate procedures to grant, modify, deny, or terminate assistance, or refer applicants to other agencies for assistance. | —0 |
Interview and investigate applicants for public assistance to gather information pertinent to their applications. | —0 |
Check with employers or other references to verify answers and obtain further information. | —0 |
Keep records of assigned cases, and prepare required reports. | —0 |
Schedule benefits claimants for adjudication interviews to address questions of eligibility. | —0 |
Provide social workers with pertinent information gathered during applicant interviews. | —0 |
Compute and authorize amounts of assistance for programs such as grants, monetary payments, and food stamps. | —0 |
Monitor the payments of benefits throughout the duration of a claim. | —0 |
Investigate claimants for the possibility of fraud or abuse. | —0 |
Conduct annual, interim, and special housing reviews and home visits to ensure conformance to regulations. | —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 |
|---|---|
Answer applicants' questions about benefits and claim procedures.O*NET Task ID 9732 | 1.0 |
Interpret and explain information such as eligibility requirements, application details, payment methods, and applicants' legal rights.O*NET Task ID 9734 | 1.0 |
Keep records of assigned cases, and prepare required reports.O*NET Task ID 9739 | 1.0 |
Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.O*NET Task ID 9741 | 1.0 |
Provide social workers with pertinent information gathered during applicant interviews.O*NET Task ID 9743 | 1.0 |
Compute and authorize amounts of assistance for programs, such as grants, monetary payments, and food stamps.O*NET Task ID 9744 | 1.0 |
Provide applicants with assistance in completing application forms, such as those for job referrals or unemployment compensation claims.O*NET Task ID 9746 | 1.0 |
Interview benefits recipients at specified intervals to certify their eligibility for continuing benefits.O*NET Task ID 9733 | 0.5 |
Initiate procedures to grant, modify, deny, or terminate assistance, or refer applicants to other agencies for assistance.O*NET Task ID 9735 | 0.5 |
Compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.O*NET Task ID 9736 | 0.5 |
Conduct annual, interim, and special housing reviews and home visits to ensure conformance to regulations.O*NET Task ID 9748 | 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