大学院ティーチングアシスタント
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
0.100
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 % |
|---|---|---|
Develop teaching materials, such as syllabi, visual aids, answer keys, supplementary notes, or course Web sites.25-1191 | 0.104340.0 | 0.032156.3 |
Prepare or proctor examinations.25-1191 | 0.069026.5 | —0 |
Teach undergraduate level courses.25-1191 | 0.054821.0 | 0.006010.5 |
Assist faculty members or staff with student conferences.25-1191 | 0.01054.0 | —0 |
Evaluate and grade examinations, assignments, or papers and record grades.25-1191 | 0.00632.4 | 0.018933.2 |
Provide assistance to faculty members or staff with laboratory or field research.25-1191 | 0.00532.0 | —0 |
Provide instructors with assistance in the use of audiovisual equipment.25-1191 | 0.00441.7 | —0 |
Demonstrate use of laboratory equipment and enforce laboratory rules.25-1191 | 0.00421.6 | —0 |
Return assignments to students in accordance with established deadlines.25-1191 | 0.00180.7 | —0 |
| Not observed on any surface — 10 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. | ||
Lead discussion sections, tutorials, or laboratory sections. | —0 | —0 |
Schedule and maintain regular office hours to meet with students. | —0 | —0 |
Inform students of the procedures for completing and submitting class work, such as lab reports. | —0 | —0 |
Notify instructors of errors or problems with assignments. | —0 | —0 |
Meet with supervisors to discuss students' grades or to complete required grade-related paperwork. | —0 | —0 |
Copy and distribute classroom materials. | —0 | —0 |
Complete laboratory projects prior to assigning them to students so that any needed modifications can be made. | —0 | —0 |
Arrange for supervisors to conduct teaching observations; meet with supervisors to receive feedback about teaching performance. | —0 | —0 |
Attend lectures given by the instructor whom they are assisting. | —0 | —0 |
Order or obtain materials needed for classes. | —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 |
|---|---|
Return assignments to students in accordance with established deadlines.O*NET Task ID 10957 | 1.0 |
Inform students of the procedures for completing and submitting class work, such as lab reports.O*NET Task ID 10959 | 1.0 |
Notify instructors of errors or problems with assignments.O*NET Task ID 10961 | 1.0 |
Meet with supervisors to discuss students' grades or to complete required grade-related paperwork.O*NET Task ID 10962 | 1.0 |
Complete laboratory projects prior to assigning them to students so that any needed modifications can be made.O*NET Task ID 10966 | 1.0 |
Develop teaching materials, such as syllabi, visual aids, answer keys, supplementary notes, or course Web sites.O*NET Task ID 10967 | 1.0 |
Evaluate and grade examinations, assignments, or papers, and record grades.O*NET Task ID 10956 | 0.5 |
Prepare or proctor examinations.O*NET Task ID 10960 | 0.5 |
Teach undergraduate-level courses.O*NET Task ID 10965 | 0.5 |
Provide assistance to faculty members or staff with laboratory or field research.O*NET Task ID 10968 | 0.5 |
Lead discussion sections, tutorials, or laboratory sections.O*NET Task ID 10955 | 0.0 |
Schedule and maintain regular office hours to meet with students.O*NET Task ID 10958 | 0.0 |
Copy and distribute classroom materials.O*NET Task ID 10963 | 0.0 |
Demonstrate use of laboratory equipment and enforce laboratory rules.O*NET Task ID 10964 | 0.0 |
Attend lectures given by the supervising instructor.O*NET Task ID 20879 | 0.0 |
Arrange for supervisors to conduct teaching observations and provide feedback about teaching performance.O*NET Task ID 20880 | 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