ESL教師
教育・訓練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
0.064
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
0.34
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62%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
非表示の作業 20 件を表示| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic English language skills, life skills, and workforce entry skills.25-3011 | 0.343343.3 | 0.047735.0 |
Provide information, guidance, and preparation for the General Equivalency Diploma (GED) examination.25-3011 | 0.171021.6 | 0.00967.1 |
Review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.25-3011 | 0.091911.6 | 0.025818.9 |
Observe and evaluate students' work to determine progress and make suggestions for improvement.25-3011 | 0.088311.1 | 0.030622.4 |
Use computers, audio-visual aids, and other equipment and materials to supplement presentations.25-3011 | 0.03204.0 | 0.00705.1 |
Write instructional articles on designated subjects.25-3011 | 0.02012.5 | 0.00685.0 |
Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.25-3011 | 0.01441.8 | 0.00735.4 |
Guide and counsel students with adjustment or academic problems or special academic interests.25-3011 | 0.00470.6 | —0 |
Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.25-3011 | 0.00390.5 | —0 |
Prepare materials and classrooms for class activities.25-3011 | 0.00360.5 | —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 |
|---|---|
Maintain accurate and complete student records as required by laws or administrative policies.O*NET Task ID 6828 | 1.0 |
Establish clear objectives for all lessons, units, and projects and communicate those objectives to students.O*NET Task ID 6830 | 1.0 |
Attend professional meetings, conferences, and workshops to maintain and improve professional competence.O*NET Task ID 6847 | 1.0 |
Prepare for assigned classes and show written evidence of preparation upon request of immediate supervisors.O*NET Task ID 6848 | 1.0 |
Prepare reports on students and activities as required by administration.O*NET Task ID 6849 | 1.0 |
Write grants to obtain program funding.O*NET Task ID 6857 | 1.0 |
Write instructional articles on designated subjects.O*NET Task ID 6862 | 1.0 |
Adapt teaching methods and instructional materials to meet students' varying needs, abilities, and interests.O*NET Task ID 6824 | 0.5 |
Observe and evaluate students' work to determine progress and make suggestions for improvement.O*NET Task ID 6825 | 0.5 |
Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.O*NET Task ID 6826 | 0.5 |
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