معلمو التعليم المهني
التعليم والتدريبالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
مرتفع جدًا· نسبي
منخفضأربع فئات نسبيةمرتفع جدًاقيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
أربع فئات نسبية (منخفض / متوسط / مرتفع / مرتفع جدًا)
831 مهنة تفصيلية في جدول توقعات التوظيف لدى BLS. وتُسند القيمة على مستوى رمز مصفوفة التوظيف الوطنية (NEM)، فالمهن التي تشترك في الرمز نفسه تأخذ النطاق نفسه
- مصدر البيانات: Anthropicتاريخ النشر: 2026-03
0.156
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.35
0.09نطاق القيم المعروضة هنا0.70قيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
مؤشر التعرّض للذكاء الاصطناعي التوليدي، 0–1 كما نُشر
وحدة التصنيف ISCO-08 — تأخذ كل المهن ذات الرمز نفسه هذه القيمة
محسوب من قِبل هذا الموقع وليس منشورًا من منظمة العمل الدولية: من بين 1,012 مهنة يربطها هذا الموقع بمجموعة بيانات المنظمة، تبلغ نسبة التي تساوي هذه القيمة أو تتجاوزها 61%.
ما نوع القيمة التي ينشرها هذا المصدر
فئة BLS رتبة نسبية لا مستوى مطلق، وليست قياسًا مباشرًا: فهي تجمع الرتب المئينية للمهنة في عدة دراسات منشورة في أربع فئات. وهي ليست توقّعًا للتوظيف أو الأجور، ولا احتمالًا للتبني، ولا تفرّق بين الأتمتة والتعزيز.
Task-level exposure
المهام ذات التعرض فقط| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Provide individualized instruction and tutorial or remedial instruction.25-1194 | 0.180048.6 | 0.030075.0 |
Observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.25-1194 | 0.070018.9 | —0 |
Advise students on course selection, career decisions, and other academic and vocational concerns.25-1194 | 0.050013.5 | 0.00000.0 |
Develop curricula and plan course content and methods of instruction.25-1194 | 0.040010.8 | 0.00000.0 |
Develop teaching aids, such as instructional software, multimedia visual aids, or study materials.25-1194 | 0.03008.1 | 0.010025.0 |
Present lectures and conduct discussions to increase students' knowledge and competence using visual aids, such as graphs, charts, videotapes, and slides.25-1194 | 0.00000.0 | —0 |
Prepare reports and maintain records, such as student grades, attendance rolls, and training activity details.25-1194 | 0.00000.0 | —0 |
Determine training needs of students or workers.25-1194 | 0.00000.0 | —0 |
Prepare outlines of instructional programs and training schedules and establish course goals.25-1194 | 0.00000.0 | —0 |
| Not observed on any surface — 11 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. | ||
Supervise and monitor students' use of tools and equipment. | —0 | —0 |
Administer oral, written, or performance tests to measure progress and to evaluate training effectiveness. | —0 | —0 |
Supervise independent or group projects, field placements, laboratory work, or other training. | —0 | —0 |
Conduct on-the-job training classes or training sessions to teach and demonstrate principles, techniques, procedures, or methods of designated subjects. | —0 | —0 |
Integrate academic and vocational curricula so that students can obtain a variety of skills. | —0 | —0 |
Select and assemble books, materials, supplies, and equipment for training, courses, or projects. | —0 | —0 |
Participate in conferences, seminars, and training sessions to keep abreast of developments in the field, and integrate relevant information into training programs. | —0 | —0 |
Serve on faculty and school committees concerned with budgeting, curriculum revision, and course and diploma requirements. | —0 | —0 |
Arrange for lectures by experts in designated fields. | —0 | —0 |
Acquire, maintain, and repair laboratory equipment and tools. | —0 | —0 |
Review enrollment applications and correspond with applicants to obtain additional information. | —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 reports and maintain records, such as student grades, attendance rolls, and training activity details.O*NET Task ID 6449 | 1.0 |
Prepare outlines of instructional programs and training schedules and establish course goals.O*NET Task ID 6455 | 1.0 |
Review enrollment applications and correspond with applicants to obtain additional information.O*NET Task ID 6462 | 1.0 |
Observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.O*NET Task ID 6446 | 0.5 |
Present lectures and conduct discussions to increase students' knowledge and competence using visual aids, such as graphs, charts, videotapes, and slides.O*NET Task ID 6447 | 0.5 |
Administer oral, written, or performance tests to measure progress and to evaluate training effectiveness.O*NET Task ID 6448 | 0.5 |
Supervise independent or group projects, field placements, laboratory work, or other training.O*NET Task ID 6450 | 0.5 |
Determine training needs of students or workers.O*NET Task ID 6451 | 0.5 |
Provide individualized instruction and tutorial or remedial instruction.O*NET Task ID 6452 | 0.5 |
Develop curricula and plan course content and methods of instruction.O*NET Task ID 6454 | 0.5 |
Supervise and monitor students' use of tools and equipment.O*NET Task ID 6445 | 0.0 |
Conduct on-the-job training classes or training sessions to teach and demonstrate principles, techniques, procedures, or methods of designated subjects.O*NET Task ID 6453 | 0.0 |
Acquire, maintain, and repair laboratory equipment and tools.O*NET Task ID 20106 | 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