Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors
Educational Instruction and Library Occupations- O*NET-SOC コード
- 25-3011.00
Teach or instruct out-of-school youths and adults in basic education, literacy, or English as a Second Language classes, or in classes for earning a high school equivalency credential.
- 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
観測エクスポージャー指数、公開されたまま0–1
O*NETタスクへの対応づけが基準
SOC 2018の職業単位で公表された値で、同じSOC 2018コードを持つO*NET職業はすべてこの値になります
- 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の細分類（4桁）単位で公表された値です。米国労働統計局（BLS）の公式対応表（ISCO-08→2010 SOC、2010 SOC→2018 SOC）を公表どおり適用してこの職業に結び付けており、対応は全部または一部です
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 34 件を表示評価済みタスク 39 件 · β ≥ 0.5 のタスク 25 件（64.1%）
β = 直接的な露出（E1）+ 0.5 × ツール利用時の露出（E2）。原典リポジトリの定義に従います。
- 原典の単位：O*NET 27.2 のタスク → O*NET 31.0 の職業コード
- 評価済みタスクのうち 2 件は O*NET 31.0 のタスク一覧になく、O*NET 27.2 基準で公表されたスコアをそのまま残しています。
- 出典
- OpenAI "GPTs are GPTs" exposure rubric
- 版
- gh-main-0471612
- ライセンス
- MIT License, Copyright (c) 2024 OpenAI
| Task (O*NET 30.2) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Observe and evaluate students' work to determine progress and make suggestions for improvement.25-3011.00 | 0.020050.0 | —0 |
Review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.25-3011.00 | 0.010025.0 | 0.0100100.0 |
Advise students on internships, prospective employers, and job placement services.25-3011.00 | 0.010025.0 | 0.00000.0 |
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 (O*NET 27.2) | 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 |
Provide information, guidance, and preparation for the General Equivalency Diploma (GED) examination.O*NET Task ID 6834 | 0.5 |
Assign and grade class work and homework.O*NET Task ID 6835 | 0.5 |
Register, orient, and assess new students according to standards and procedures.O*NET Task ID 6837 | 0.5 |
Prepare and implement remedial programs for students requiring extra help.O*NET Task ID 6838 | 0.5 |
Prepare and administer written, oral, and performance tests and issue grades in accordance with performance.O*NET Task ID 6839 | 0.5 |
Use computers, audio-visual aids, and other equipment and materials to supplement presentations.O*NET Task ID 6840 | 0.5 |
Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.O*NET Task ID 6841 | 0.5 |
Review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.O*NET Task ID 6844 | 0.5 |
Confer with other staff members to plan and schedule lessons that promote learning, following approved curricula.O*NET Task ID 6845 | 0.5 |
Select, order, and issue books, materials, and supplies for courses or projects.O*NET Task ID 6850 | 0.5 |
Collaborate with other teachers and professionals in the development of instructional programs.O*NET Task ID 6851 | 0.5 |
Participate in publicity planning, community awareness efforts, and student recruitment.O*NET Task ID 6852 | 0.5 |
Advise students on internships, prospective employers, and job placement services.O*NET Task ID 6855 | 0.5 |
Select and schedule class times to ensure maximum attendance.O*NET Task ID 6856 | 0.5 |
Observe and evaluate the performance of other instructors.O*NET Task ID 6861 | 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
O*NET 31.0 のタスク全件（37件）
この職業の O*NET 31.0 のタスク全件（英語原文、種別はコア・補足）。露出値はこの一覧には載せず、上の表で各出典が用いた O*NET 版の文言の横にあります。
| タスク（O*NET 31.0） | 種類 |
|---|---|
| Adapt teaching methods and instructional materials to meet students' varying needs, abilities, and interests. | コア |
| Observe and evaluate students' work to determine progress and make suggestions for improvement. | コア |
| Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate. | コア |
| Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations. | コア |
| Maintain accurate and complete student records as required by laws or administrative policies. | コア |
| Prepare materials and classrooms for class activities. | コア |
| Establish clear objectives for all lessons, units, and projects and communicate those objectives to students. | コア |
| 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. | コア |
| Prepare students for further education by encouraging them to explore learning opportunities and to persevere with challenging tasks. | コア |
| Establish and enforce rules for behavior and procedures for maintaining order among the students for whom they are responsible. | コア |
| Assign and grade class work and homework. | コア |
| Observe students to determine qualifications, limitations, abilities, interests, and other individual characteristics. | コア |
| Register, orient, and assess new students according to standards and procedures. | コア |
| Prepare and implement remedial programs for students requiring extra help. | コア |
| Prepare and administer written, oral, and performance tests and issue grades in accordance with performance. | コア |
| Use computers, audio-visual aids, and other equipment and materials to supplement presentations. | コア |
| Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools. | コア |
| Guide and counsel students with adjustment or academic problems or special academic interests. | コア |
| Enforce administration policies and rules governing students. | コア |
| Review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination. | コア |
| Confer with other staff members to plan and schedule lessons that promote learning, following approved curricula. | コア |
| Meet with other professionals to discuss individual students' needs and progress. | コア |
| Attend professional meetings, conferences, and workshops to maintain and improve professional competence. | コア |
| Prepare for assigned classes and show written evidence of preparation upon request of immediate supervisors. | コア |
| Prepare reports on students and activities as required by administration. | コア |
| Select, order, and issue books, materials, and supplies for courses or projects. | コア |
| Collaborate with other teachers and professionals in the development of instructional programs. | コア |
| Attend staff meetings and serve on committees, as required. | コア |
| Plan and supervise class projects, field trips, visits by guest speakers, contests, or other experiential activities, and guide students in learning from those activities. | コア |
| Provide information, guidance, and preparation for the General Equivalency Diploma (GED) examination. | 補足 |
| Participate in publicity planning, community awareness efforts, and student recruitment. | 補足 |
| Advise students on internships, prospective employers, and job placement services. | 補足 |
| Select and schedule class times to ensure maximum attendance. | 補足 |
| Provide students with disabilities with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms. | 補足 |
| Train and assist tutors and community literacy volunteers. | 補足 |
| Confer with leaders of government and community groups to coordinate student training or to find opportunities for students to fulfill curriculum requirements. | 補足 |
| Observe and evaluate the performance of other instructors. | 補足 |
0.06/ 3· ロボット露出指数
尺度・母数・出典
身体的なタスクそれぞれに、実際に導入・販売・実演されたロボットがこなせる環境に応じて 0–3 の等級を付け（0 不可 · 1 フェンスで囲われた機械セルや瓶詰めラインのようなロボット専用設備 · 2 病院の薬剤部やコンテナ港のような管理された施設 · 3 一般家庭や建設現場のような非定型の環境）、勤務時間に占める割合で平均した値
この職業の O*NET 29.3 タスクのうち身体的なタスクが対象
等級と時間の割合は Anthropic が Claude Opus 5（ウェブ検索）で推定しました（2026年時点）。
ロボット露出指数は、このサイトの AI 露出度とは別の指標であり、足し合わせたり比べたりすることはできません。実際の導入やコスト競争力を示すものではなく、0 には身体的なタスクのない職業も含まれます。
身体的なタスクごとの等級
ロボット環境等級（E0–E3）
E0 ロボット不可詳細
実際に導入・販売・実演されたロボットでは、ロボット専用設備でもこなせないと評価
E1 ロボット専用設備詳細
フェンスで囲われた機械セルや瓶詰めラインのように、機械を中心に作られた設備でこなせると評価
E2 管理された施設詳細
病院の薬剤部やコンテナ港のように、機関が作業基準を保っている人の作業施設でこなせると評価
E3 非定型の環境詳細
一般家庭や建設現場のように、作業基準を保つ機関がない環境でこなせると評価
身体的なタスクに分類されたタスクのみを掲載しています。その他のタスクには出典で等級がないため載せていません。
| タスク（O*NET 29.3） | ロボット環境等級 |
|---|---|
| Prepare materials and classrooms for class activities. | E1 ロボット専用設備 |
| Select, order, and issue books, materials, and supplies for courses or projects. | E1 ロボット専用設備 |
| Provide students with disabilities with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms. | E2 管理された施設 |
職業情報
雇用見通し（BLS）
- 雇用者数、2025
- 41K
- 雇用者数見通し、2035
- 35K
- 変化率 (2025–35)
- -13.9%
- 年間賃金の中央値、2025
- $61,540
- 入職時に通常必要な学歴
- Bachelor's degree
韓国職業分類との対応（KSCO）
AI Changing Work が作成した Korea Occupation Direct Crosswalk v1.1 現行版の対応です。関係の値は O*NET-SOC 職業の側から読みます。
| KSCO コード | KSCO 名称 | 関係 | 状態 |
|---|---|---|---|
| 26411 | 영어 강사 | 重なるが同じではない | 確定 |
| 26429 | 그 외 문리 강사 | 関連（対応ではない） | 確定 |
関係と状態の定義(kr-direct v1.1)
ILO（国際労働機関）の職業説明
以下のISCO-08職業群は、AI Changing Workが米国労働統計局（BLS）の発行するクロスウォーク（2018 SOC→2010 SOC、2010 SOC→ISCO-08）を個別の選択なしにそのまま適用して、この職業に結び付けたものです。結び付きは全体的な対応の場合も部分的な対応の場合もあります。
- ISCO-08 2353Other Language Teachers
正規教育外の外国語教師
出典: 総務省「国際標準職業分類（ISCO）2008年改定版（仮訳）分類項目名一覧（和英対照）」— 原著：ILO ISCO-08 © International Labour Organization（日本語訳は総務省がILOの許可を得て作成）
以下の定義・作業・職業例は、この職業ではなく、当該ISCO-08職業群についてのILOによる説明です。
Other language teachers teach non-native languages to adults and children who are learning a language for reasons of migration, to fulfil employment requirements or opportunities, to facilitate participation in educational programmes delivered in a foreign language, or for personal enrichment. They work outside the mainstream primary, secondary and higher education systems, or in support of students and teachers within those systems.
作業
- (a) assessing the level of ability and the extent of language difficulties of students, and establishing students' needs and learning goals;
- (b) planning, preparing and delivering lessons and workshops for groups and individuals with content and rate of progression adapted to students’ abilities and needs;
- (c) designing and producing teaching materials and adapting existing materials;
- (d) assessing students' progress;
- (e) assisting students in classroom settings where subjects are taught in a language other than the students’ native language;
- (f) providing assistance to other teachers by designing special teaching programmes for students still learning the main language of instruction;
- (g) assigning and correcting work, and preparing and grading exams;
- (h) assessing, recording and reporting on students’ progress.
職業例
Intensive language teacher · Migrant education teacher · Practical language teacher · Second language teacher
Sources: ILO ISCO-08 — details: Credits
ESCO 職業語彙
以下の各項目は、公開されているESCO-O*NET Crosswalk（バージョン1、2022年）で、この職業と一つずつ対応付けられたものです。対応の種類はそのクロスウォークによるもので、表現はAI Changing Workによるものです。
- adult literacy teacherESCO 2352.1.1範囲が同じ
Adult literacy teachers instruct adult students, including recent immigrants and early school leavers, in basic reading and writing skills, usually on primary school level. Adult literacy teachers involve the students in the planning and executing of their reading activities, and assess and evaluate them individually through assignments and examinations.
- language school teacherESCO 2353.1この職業のほうが広い
Language school teachers educate non-age-specific students in a language that is not their native language at a specialised school, not bound by a level of education. They focus less on the academic aspect of language teaching, as opposed to language teachers in secondary or higher education, but instead on the theory and practice that will be most helpful to their students in real-life situations since most choose instruction for either business, immigration or leisure reasons. They organise their classes using a variety of lesson materials, work interactively with the group, and assess and evaluate their individual progress through assignments and examinations, putting emphasis on active language skills such as writing and speaking.
- further education teacherESCO 2359.7重なるが同じではない
Further education teachers organise and teach programmes designed specifically for adult learners. They impart a wide spectrum of subjects, ranging from academic areas such as mathematics and history, to trainings for personalitiy development, technical expertise or practical courses like languages and ICT. They teach and support adults aspiring to broaden their knowledge and their personal and professional skills and/or to achieve further qualifications. Further education teachers consider the previous knowledge and the work and life experience of the learners. They individualize their teaching and involve the students in the planning and executing of their learning activities. Further education teachers design reasonable assignments and examinations suitable to their adult learners.
出典: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ライセンス: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
フランス職業分類との対応（ROME）
この職業と ROME 4.0 の職業票（fiche）との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。「暫定」と表示した対応は、同じモデル系列（Claude）の二人の判定者による判定のみ、またはその判定に運営者の規則を適用して採用したものであり、確定した対応より根拠が弱くなります。
| ROME コード | ROME 名称（フランス語） | 関係 |
|---|---|---|
| K2130 | Professeur / Professeure de Français Langue Etrangère (FLE) | 重なるが同じではない暫定 |
| K2111 | Formateur / Formatrice | 関連（対応ではない）暫定 |
Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.
ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.
(AI Changing Work link release: fr-direct v1)
スペイン職業分類との対応（CNO-11）
この職業と CNO-11 の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| CNO-11 コード | CNO-11 名称（スペイン語） | 関係 |
|---|---|---|
| 2311 | Profesores de educación especial | 関連（対応ではない） |
| 2322 | Profesores de enseñanza no reglada de idiomas | 関連（対応ではない） |
Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.
(AI Changing Work link release: es-direct v1)
ドイツ職業分類との対応（KldB）
この職業と KldB の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| KldB コード | KldB 名称（ドイツ語） | 関係 |
|---|---|---|
| 84454 | (Fremd-)Sprachenlehrer/innen - hoch komplexe Tätigkeiten | 重なるが同じではない |
| 84404 | Berufe in der Erwachsenenbildung (ohne Spezialisierung) - hoch komplexe Tätigkeiten | 関連（対応ではない） |
Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.
(AI Changing Work link release: de-direct v1)
日本職業分類との対応（JSCO）
この職業と JSCO の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| JSCO コード | JSCO 名称（日本語） | 関係 |
|---|---|---|
| 199 | その他の教員 | この職業のほうが狭い |
Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.
(AI Changing Work link release: jp-direct v1)
このページのデータの出典・ライセンスと AI Changing Work による改変・翻訳の告知：クレジットと出典