مهندسون كهربائيون
علوم الحياة والفيزيائية والاجتماعيةالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
مرتفع· 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
0.059
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.31
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 65%.
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 % |
|---|---|---|
Estimate labor, material, or construction costs for budget preparation purposes.17-2071 | 0.017036.0 | 0.024024.1 |
Investigate customer or public complaints to determine the nature and extent of problems.17-2071 | 0.015833.3 | 0.068568.7 |
Integrate electrical systems with renewable energy systems to improve overall efficiency.17-2071 | 0.00469.6 | 0.00212.1 |
Conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems.17-2071 | 0.00377.9 | 0.00191.9 |
Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems.17-2071 | 0.00357.5 | 0.00323.2 |
Develop systems that produce electricity using renewable energy sources, such as wind, solar, or biofuels.17-2071 | 0.00275.7 | —0 |
| Not observed on any surface — 16 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. | ||
Confer with engineers, customers, or others to discuss existing or potential engineering projects or products. | —0 | —0 |
Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes. | —0 | —0 |
Operate computer-assisted engineering or design software or equipment to perform engineering tasks. | —0 | —0 |
Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements. | —0 | —0 |
Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications. | —0 | —0 |
Prepare specifications for purchases of materials or equipment. | —0 | —0 |
Supervise or train project team members as necessary. | —0 | —0 |
Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements. | —0 | —0 |
Compile data and write reports regarding existing or potential electrical engineering studies or projects. | —0 | —0 |
Plan or implement research methodology or procedures to apply principles of electrical theory to engineering projects. | —0 | —0 |
Investigate or test vendors' or competitors' products. | —0 | —0 |
Oversee project production efforts to assure projects are completed on time and within budget. | —0 | —0 |
Plan layout of electric power generating plants or distribution lines or stations. | —0 | —0 |
Assist in developing capital project programs for new equipment or major repairs. | —0 | —0 |
Design electrical systems or components that minimize electric energy requirements, such as lighting systems designed to account for natural lighting. | —0 | —0 |
Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards. | —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 |
|---|---|
Operate computer-assisted engineering or design software or equipment to perform engineering tasks.O*NET Task ID 1349 | 1.0 |
Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.O*NET Task ID 1351 | 1.0 |
Plan or implement research methodology or procedures to apply principles of electrical theory to engineering projects.O*NET Task ID 1353 | 1.0 |
Prepare specifications for purchases of materials or equipment.O*NET Task ID 1354 | 1.0 |
Compile data and write reports regarding existing or potential electrical engineering studies or projects.O*NET Task ID 1363 | 1.0 |
Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.O*NET Task ID 1348 | 0.5 |
Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements.O*NET Task ID 1350 | 0.5 |
Investigate or test vendors' or competitors' products.O*NET Task ID 1356 | 0.5 |
Oversee project production efforts to assure projects are completed on time and within budget.O*NET Task ID 1357 | 0.5 |
Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements.O*NET Task ID 1358 | 0.5 |
Confer with engineers, customers, or others to discuss existing or potential engineering projects or products.O*NET Task ID 1347 | 0.0 |
Supervise or train project team members, as necessary.O*NET Task ID 1355 | 0.0 |
Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards.O*NET Task ID 20731 | 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