Kurzzeit-Vertretungslehrer
Bildung und AusbildungKI-Exposition
- Datenquelle: BLSVeröffentlicht: 2026-08
Hoch· relativ
NiedrigVier relative BänderSehr hochWert auf Berufsgruppenebene
Skala, Bezugsmenge und Quelle
Vier relative Bänder (Niedrig / Mittel / Hoch / Sehr hoch)
831 detaillierte Berufe in der BLS-Beschäftigungsprojektionstabelle. Der Wert wird je Code der National Employment Matrix (NEM) vergeben, daher erhalten Berufe mit demselben NEM-Code dasselbe Band
- Datenquelle: ILOVeröffentlicht: 2025
0.33
0.09Spannweite der hier geführten Werte0.70Wert auf Berufsgruppenebene
Skala, Bezugsmenge und Quelle
Index der Exposition gegenüber generativer KI, 0–1 wie veröffentlicht
ISCO-08-Berufsgattung — alle Berufe mit demselben Code erhalten diesen Wert
Von dieser Website berechnet, nicht von der IAO veröffentlicht: Von den 1.012 Berufen, die diese Website mit dem IAO-Datensatz verknüpft, erreichen oder übertreffen 63% diesen Wert.
- Datenquelle: OpenAIVeröffentlicht: 2023
0.083
0.000Spannweite der hier geführten Werte0.844Skala, Bezugsmenge und Quelle
Welche Art von Wert diese Quelle veröffentlicht
Die Kategorie von BLS ist ein relativer Rang und kein absolutes Niveau, und sie ist keine eigene Messung: Sie fasst die Perzentilränge des Berufs aus mehreren veröffentlichten Studien in vier Bänder zusammen. Sie ist weder eine Beschäftigungs- oder Lohnprognose noch eine Einführungswahrscheinlichkeit und unterscheidet nicht zwischen Automatisierung und Augmentierung.
Task-level exposure
Nur exponierte Aufgaben| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests.25-3099 | 0.978058.7 | 0.212749.8 |
Review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.25-3099 | 0.472428.3 | 0.111926.2 |
Develop teaching or training materials, such as handouts, study materials, or quizzes.25-3099 | 0.15579.3 | 0.052612.3 |
Research or recommend textbooks, software, equipment, or other learning materials to complement tutoring.25-3099 | 0.02821.7 | 0.00350.8 |
Administer, proctor, or score academic or diagnostic assessments.25-3099 | 0.01921.2 | 0.045010.5 |
Teach students study skills, note-taking skills, and test-taking strategies.25-3099 | 0.00870.5 | —0 |
Communicate students' progress to students, parents or teachers in written progress reports, in person, by phone, or by email.25-3099 | 0.00320.2 | —0 |
Maintain records of students' assessment results, progress, feedback, or school performance, ensuring confidentiality of all records.25-3099 | 0.00210.1 | —0 |
Monitor student performance or assist students in academic environments, such as classrooms, laboratories, or computing centers. | —0 | 0.00180.4 |
| 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. | ||
Schedule tutoring appointments with students or their parents. | —0 | —0 |
Prepare and facilitate tutoring workshops, collaborative projects, or academic support sessions for small groups of students. | —0 | —0 |
Participate in training and development sessions to improve tutoring practices or learn new tutoring techniques. | —0 | —0 |
Organize tutoring environment to promote productivity and learning. | —0 | —0 |
Provide feedback to students using positive reinforcement techniques to encourage, motivate, or build confidence in students. | —0 | —0 |
Prepare lesson plans or learning modules for tutoring sessions according to students' needs and goals. | —0 | —0 |
Collaborate with students, parents, teachers, school administrators, or counselors to determine student needs, develop tutoring plans, or assess student progress. | —0 | —0 |
Assess students' progress throughout tutoring sessions. | —0 | —0 |
Travel to students' homes, libraries, or schools to conduct tutoring sessions. | —0 | —0 |
Identify, develop, or implement intervention strategies, tutoring plans, or individualized education plans (IEPs) for students. | —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 |
|---|---|
Answer students' questions.O*NET Task ID 22389 | 1.0 |
Distribute or collect tests or homework assignments.O*NET Task ID 22393 | 1.0 |
Follow lesson plans designed by absent teachers.O*NET Task ID 22396 | 1.0 |
Operate equipment such as computers or audio-visual aids to supplement presentations.O*NET Task ID 22398 | 1.0 |
Take class attendance and maintain attendance records.O*NET Task ID 22403 | 1.0 |
Attend professional meetings, educational conferences, or teacher training workshops to improve professional competence.O*NET Task ID 22391 | 0.5 |
Grade students' assignments and exams.O*NET Task ID 22397 | 0.5 |
Teach a variety of subjects, such as English, mathematics, and social studies.O*NET Task ID 22404 | 0.5 |
Assist students with boarding or exiting school buses.O*NET Task ID 22390 | 0.0 |
Counsel students with adjustment or academic problems.O*NET Task ID 22392 | 0.0 |
Distribute teaching materials, such as textbooks, workbooks, papers, and pencils, to students.O*NET Task ID 22394 | 0.0 |
Enforce school and class rules to maintain order in the classroom.O*NET Task ID 22395 | 0.0 |
Organize and supervise games or other recreational activities.O*NET Task ID 22399 | 0.0 |
Provide disabled students with assistive devices, supportive technology, or assistance accessing facilities, such as restrooms.O*NET Task ID 22400 | 0.0 |
Restock teaching materials or supplies.O*NET Task ID 22401 | 0.0 |
Supervise students during activities outside the classroom, such as recess, lunch, and field trips.O*NET Task ID 22402 | 0.0 |
Teach social skills to students, such as communication, conflict resolution, and etiquette.O*NET Task ID 22405 | 0.0 |
Tutor or assist students individually or in small groups.O*NET Task ID 22406 | 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