معالجو النصوص والطابعون
المكتب والدعم الإداريالتعرّض 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
0.238
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.65
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 0%.
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 % |
|---|---|---|
Adjust settings for format, page layout, line spacing, and other style requirements.43-9022 | 0.460040.0 | 0.100012.3 |
Electronically sort and compile text and numerical data, retrieving, updating, and merging documents as required.43-9022 | 0.350030.4 | 0.430053.1 |
Reformat documents, moving paragraphs or columns.43-9022 | 0.150013.0 | 0.090011.1 |
Check completed work for spelling, grammar, punctuation, and format.43-9022 | 0.08007.0 | 0.08009.9 |
Work with technical material, preparing statistical reports, planning and typing statistical tables, and combining and rearranging material from different sources.43-9022 | 0.06005.2 | 0.02002.5 |
Compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.43-9022 | 0.02001.7 | 0.01001.2 |
Search for specific sets of stored, typed characters to make changes.43-9022 | 0.01000.9 | 0.05006.2 |
Manage schedules and set dates, times, and locations for meetings and appointments.43-9022 | 0.01000.9 | 0.02002.5 |
Type correspondence, reports, text and other written material from rough drafts, corrected copies, voice recordings, dictation, or previous versions, using a computer, word processor, or typewriter.43-9022 | 0.01000.9 | 0.01001.2 |
Gather, register, and arrange the material to be typed, following instructions.43-9022 | 0.00000.0 | 0.00000.0 |
Keep records of work performed.43-9022 | 0.00000.0 | 0.00000.0 |
Transmit work electronically to other locations.43-9022 | 0.00000.0 | 0.00000.0 |
File and store completed documents on computer hard drive or disk, or maintain a computer filing system to store, retrieve, update, and delete documents.43-9022 | 0.00000.0 | —0 |
Use data entry devices, such as optical scanners, to input data into computers for revision or editing. | —0 | 0.00000.0 |
| Not observed on any surface — 5 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. | ||
Perform other clerical duties, such as answering telephone, sorting and distributing mail, running errands or sending faxes. | —0 | —0 |
Print and make copies of work. | —0 | —0 |
Collate pages of reports and other documents. | —0 | —0 |
Address envelopes or prepare envelope labels, using typewriter or computer. | —0 | —0 |
Operate and resupply printers and computers, changing print wheels or fluid cartridges, adding paper, and loading blank tapes, cards, or disks into equipment. | —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 |
|---|---|
Check completed work for spelling, grammar, punctuation, and format.O*NET Task ID 790 | 1.0 |
Gather, register, and arrange the material to be typed, following instructions.O*NET Task ID 792 | 1.0 |
Type correspondence, reports, text and other written material from rough drafts, corrected copies, voice recordings, dictation, or previous versions, using a computer, word processor, or typewriter.O*NET Task ID 793 | 1.0 |
File and store completed documents on computer hard drive or disk, or maintain a computer filing system to store, retrieve, update, and delete documents.O*NET Task ID 794 | 1.0 |
Keep records of work performed.O*NET Task ID 796 | 1.0 |
Compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.O*NET Task ID 797 | 1.0 |
Collate pages of reports and other documents.O*NET Task ID 798 | 1.0 |
Electronically sort and compile text and numerical data, retrieving, updating, and merging documents as required.O*NET Task ID 799 | 1.0 |
Reformat documents, moving paragraphs or columns.O*NET Task ID 800 | 1.0 |
Search for specific sets of stored, typed characters to make changes.O*NET Task ID 801 | 1.0 |
Perform other clerical duties, such as answering telephone, sorting and distributing mail, running errands or sending faxes.O*NET Task ID 791 | 0.0 |
Print and make copies of work.O*NET Task ID 795 | 0.0 |
Operate and resupply printers and computers, changing print wheels or fluid cartridges, adding paper, and loading blank tapes, cards, or disks into equipment.O*NET Task ID 804 | 0.0 |
Transmit work electronically to other locations.O*NET Task ID 805 | 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