家政学教員
教育・訓練AI露出度
- データ出典: BLS公表時点: 2026-08
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
0.000
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
0.37
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53%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 % |
|---|---|---|
Provide professional consulting services to government or industry.25-1192 | 0.312738.7 | 0.062419.6 |
Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.25-1192 | 0.226328.0 | 0.132441.7 |
Advise students on academic and vocational curricula and on career issues.25-1192 | 0.07429.2 | 0.00892.8 |
Compile, administer, and grade examinations, or assign this work to others.25-1192 | 0.06788.4 | 0.071622.5 |
Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.25-1192 | 0.04475.5 | 0.00762.4 |
Compile bibliographies of specialized materials for outside reading assignments.25-1192 | 0.02883.6 | 0.00922.9 |
Initiate, facilitate, and moderate classroom discussions.25-1192 | 0.00961.2 | 0.00210.7 |
Perform administrative duties such as serving as department head.25-1192 | 0.00730.9 | 0.00822.6 |
Select and obtain materials and supplies such as textbooks.25-1192 | 0.00710.9 | 0.00341.1 |
Evaluate and grade students' class work, laboratory work, projects, assignments, and papers.25-1192 | 0.00630.8 | 0.00581.8 |
| Not observed on any surface — 4 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 and deliver lectures to undergraduate or graduate students on topics such as food science, nutrition, and child care. | —0 | —0 |
Maintain student attendance records, grades, and other required records. | —0 | —0 |
Serve on academic or administrative committees that deal with institutional policies, departmental matters, and academic issues. | —0 | —0 |
Participate in campus and community events. | —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 |
|---|---|
Prepare course materials, such as syllabi, homework assignments, and handouts.O*NET Task ID 6403 | 1.0 |
Maintain student attendance records, grades, and other required records.O*NET Task ID 6405 | 1.0 |
Compile bibliographies of specialized materials for outside reading assignments.O*NET Task ID 6418 | 1.0 |
Write grant proposals to procure external research funding.O*NET Task ID 6420 | 1.0 |
Conduct faculty performance evaluations.O*NET Task ID 21132 | 1.0 |
Evaluate and grade students' class work, laboratory work, projects, assignments, and papers.O*NET Task ID 6400 | 0.5 |
Initiate, facilitate, and moderate classroom discussions.O*NET Task ID 6401 | 0.5 |
Prepare and deliver lectures to undergraduate or graduate students on topics such as food science, nutrition, and child care.O*NET Task ID 6402 | 0.5 |
Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.O*NET Task ID 6404 | 0.5 |
Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.O*NET Task ID 6406 | 0.5 |
Act as advisers to student organizations.O*NET Task ID 6414 | 0.0 |
Serve on academic or administrative committees that deal with institutional policies, departmental matters, and academic issues.O*NET Task ID 6416 | 0.0 |
Participate in campus and community events.O*NET Task ID 6417 | 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