معلمو رياض الأطفال
التعليم والتدريبالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
متوسط· 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
0.000
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.21
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 82%.
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
عرض 22 مهمة مخفية| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Use computers, audio-visual aids, and other equipment and materials to supplement presentations.25-2012 | 0.056540.6 | 0.007729.9 |
Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.25-2012 | 0.019914.3 | 0.011143.0 |
Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.25-2012 | 0.018012.9 | 0.005220.3 |
Guide and counsel students with adjustment or academic problems or special academic interests.25-2012 | 0.00997.1 | 0.00176.8 |
Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, and storytelling.25-2012 | 0.00815.8 | —0 |
Meet with parents and guardians to discuss their children's progress and to determine their priorities for their children and their resource needs.25-2012 | 0.00372.7 | —0 |
Prepare, administer, and grade tests and assignments to evaluate children's progress.25-2012 | 0.00342.4 | —0 |
Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, and social skills.25-2012 | 0.00322.3 | —0 |
Prepare materials, classrooms, and other indoor and outdoor spaces to facilitate creative play, learning and motor-skill activities, and safety.25-2012 | 0.00302.2 | —0 |
Confer with other staff members to plan and schedule lessons promoting learning, following approved curricula.25-2012 | 0.00302.2 | —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 and prepare reports on children and activities as required by laws, district policies, and administrative regulations.O*NET Task ID 6517 | 1.0 |
Prepare for assigned classes and show written evidence of preparation upon request of immediate supervisors.O*NET Task ID 6526 | 1.0 |
Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.O*NET Task ID 6505 | 0.5 |
Establish clear objectives for all lessons, units, and projects and communicate those objectives to children.O*NET Task ID 6508 | 0.5 |
Prepare and implement remedial programs for students requiring extra help.O*NET Task ID 6509 | 0.5 |
Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.O*NET Task ID 6512 | 0.5 |
Identify children showing signs of emotional, developmental, or health-related problems and discuss them with supervisors, parents or guardians, and child development specialists.O*NET Task ID 6515 | 0.5 |
Collaborate with other teachers and administrators in the development, evaluation, and revision of kindergarten programs.O*NET Task ID 6519 | 0.5 |
Prepare, administer, and grade tests and assignments to evaluate children's progress.O*NET Task ID 6520 | 0.5 |
Organize and label materials and display children's work in a manner appropriate for their sizes and perceptual skills.O*NET Task ID 6522 | 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