استراتيجيو المحتوى
الفنون والتصميم والترفيه والإعلامالتعرّض 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
0.475
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.55
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 12%.
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 % |
|---|---|---|
Edit, standardize, or make changes to material prepared by other writers or establishment personnel.27-3042 | 1.062671.6 | 0.329362.6 |
Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.27-3042 | 0.331422.3 | 0.152228.9 |
Review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.27-3042 | 0.04393.0 | 0.00691.3 |
Analyze developments in specific field to determine need for revisions in previously published materials and development of new material.27-3042 | 0.02731.8 | 0.03176.0 |
Assist in laying out material for publication.27-3042 | 0.01020.7 | 0.00390.7 |
Select photographs, drawings, sketches, diagrams, and charts to illustrate material.27-3042 | 0.00400.3 | 0.00190.4 |
Arrange for typing, duplication, and distribution of material.27-3042 | 0.00240.2 | —0 |
Develop or maintain online help documentation.27-3042 | 0.00200.1 | —0 |
| Not observed on any surface — 7 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. | ||
Maintain records and files of work and revisions. | —0 | —0 |
Confer with customer representatives, vendors, plant executives, or publisher to establish technical specifications and to determine subject material to be developed for publication. | —0 | —0 |
Study drawings, specifications, mockups, and product samples to integrate and delineate technology, operating procedure, and production sequence and detail. | —0 | —0 |
Interview production and engineering personnel and read journals and other material to become familiar with product technologies and production methods. | —0 | —0 |
Observe production, developmental, and experimental activities to determine operating procedure and detail. | —0 | —0 |
Review manufacturer's and trade catalogs, drawings and other data relative to operation, maintenance, and service of equipment. | —0 | —0 |
Draw sketches to illustrate specified materials or assembly sequence. | —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 |
|---|---|
Organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.O*NET Task ID 3966 | 1.0 |
Maintain records and files of work and revisions.O*NET Task ID 3967 | 1.0 |
Edit, standardize, or make changes to material prepared by other writers or establishment personnel.O*NET Task ID 3968 | 1.0 |
Review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.O*NET Task ID 3970 | 1.0 |
Observe production, developmental, and experimental activities to determine operating procedure and detail.O*NET Task ID 3974 | 1.0 |
Arrange for typing, duplication, and distribution of material.O*NET Task ID 3975 | 1.0 |
Develop or maintain online help documentation.O*NET Task ID 20243 | 1.0 |
Select photographs, drawings, sketches, diagrams, and charts to illustrate material.O*NET Task ID 3971 | 0.5 |
Study drawings, specifications, mockups, and product samples to integrate and delineate technology, operating procedure, and production sequence and detail.O*NET Task ID 3972 | 0.5 |
Interview production and engineering personnel and read journals and other material to become familiar with product technologies and production methods.O*NET Task ID 3973 | 0.5 |
Confer with customer representatives, vendors, plant executives, or publisher to establish technical specifications and to determine subject material to be developed for publication.O*NET Task ID 3969 | 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
معلومات مهنية
تغيّرات حديثة تخصّ هذه المهنة
مارس 2026: Gupta & Kumar (arXiv, Mar 2026) give Market Research Analysts an Agentic Task Exposure (ATE) score of 0.43 by 2027 in the San Francisco Bay Area (Tier 1), rising to 0.47 by 2030. That crosses the moderate-risk threshold (0.35) in 2027, when Tier 2 metros (Seattle, Austin, Boston) have no crossings yet.
[المصدر: arXiv 2604.00186 (Gupta & Kumar, 2026)]These summaries were written by AI Changing Work from the source linked with each one, and any figures in them are given as AI Changing Work summarised them; they can differ from the source's own wording and from figures shown elsewhere on this page, so check the source before relying on them. AI Changing Work matched this page's occupation to an O*NET occupation and chose, by its own judgment, case by case, which summaries relate to that O*NET occupation; a summary appearing here does not mean that its source names this occupation.