محللو أنظمة الحاسوب
الحاسوب والرياضياتالتعرّض 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
0.276
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.49
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 21%.
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 % |
|---|---|
Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.15-1121 | 1.348554.2 |
Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.15-1121 | 0.248610.0 |
Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.15-1121 | 0.23969.6 |
Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.15-1121 | 0.15626.3 |
Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.15-1121 | 0.07963.2 |
Design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.15-1121 | 0.07933.2 |
Develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.15-1121 | 0.06672.7 |
Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.15-1121 | 0.06352.6 |
Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.15-1121 | 0.06292.5 |
Assess the usefulness of pre-developed application packages and adapt them to a user environment.15-1121 | 0.05772.3 |
| Not observed on any surface — 15 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. | |
Consult with management to ensure agreement on system principles. | —0 |
Expand or modify system to serve new purposes or improve work flow. | —0 |
Train staff and users to work with computer systems and programs. | —0 |
Develop, document and revise system design procedures, test procedures, and quality standards. | —0 |
Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects. | —0 |
Interview or survey workers, observe job performance or perform the job to determine what information is processed and how it is processed. | —0 |
Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation. | —0 |
Apply knowledge of computer science, information science, nursing, and informatics theory to nursing practice, education, administration, or research, in collaboration with other health informatics specialists. | —0 |
Design, conduct, or provide support to nursing informatics research. | —0 |
Develop or deliver training programs for health information technology, creating operating manuals as needed. | —0 |
Develop strategies, policies or procedures for introducing, evaluating or modifying information technology applied to nursing practice, administration, education, or research. | —0 |
Identify, collect, record or analyze data that are relevant to the nursing care of patients. | —0 |
Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics. | —0 |
Provide consultation to nurses regarding hardware or software configuration. | —0 |
Plan, install, repair or troubleshoot telehealth technology applications or systems in homes. | —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 |
|---|---|
Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.O*NET Task ID 3465 | 1.0 |
Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.O*NET Task ID 3466 | 1.0 |
Expand or modify system to serve new purposes or improve work flow.O*NET Task ID 3470 | 1.0 |
Determine computer software or hardware needed to set up or alter system.O*NET Task ID 3472 | 1.0 |
Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.O*NET Task ID 3474 | 1.0 |
Assess the usefulness of pre-developed application packages and adapt them to a user environment.O*NET Task ID 3475 | 1.0 |
Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.O*NET Task ID 3476 | 1.0 |
Develop, document, and revise system design procedures, test procedures, and quality standards.O*NET Task ID 3477 | 1.0 |
Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.O*NET Task ID 3478 | 1.0 |
Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.O*NET Task ID 3480 | 1.0 |
Consult with management to ensure agreement on system principles.O*NET Task ID 3469 | 0.0 |
Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.O*NET Task ID 3471 | 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