مهندسو شبكات 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
0.199
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.52
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 15%.
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 % |
|---|---|
Implement controls to provide security for operating systems, software, and data.15-1143 | 0.054715.3 |
Manage user access to systems and equipment through account management and password administration.15-1143 | 0.042511.8 |
Prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.15-1143 | 0.037810.5 |
Monitor and analyze network performance and data input/output reports to detect problems, identify inefficient use of computer resources, or perform capacity planning.15-1143 | 0.03499.7 |
Document procedures for hardware and software installation and use.15-1143 | 0.03439.6 |
Maintain networks by performing activities such as file addition, deletion, or backup.15-1143 | 0.02296.4 |
Explain design specifications to integration or test engineers.15-1143 | 0.01684.7 |
Review and evaluate requests from engineers, managers, and technicians for system modifications.15-1143 | 0.01093.1 |
Develop conceptual, logical, or physical network designs.15-1143 | 0.01093.1 |
Design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.15-1143 | 0.00812.3 |
| Not observed on any surface — 29 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. | |
Adjust network sizes to meet volume or capacity demands. | —0 |
Coordinate installation of new equipment. | —0 |
Coordinate network operations, maintenance, repairs, or upgrades. | —0 |
Coordinate network or design activities with designers of associated networks. | —0 |
Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas. | —0 |
Develop plans or budgets for network equipment replacement. | —0 |
Develop procedures to track, project, or report network availability, reliability, capacity, or utilization. | —0 |
Estimate time and materials needed to complete projects. | —0 |
Maintain or coordinate the maintenance of network peripherals, such as printers. | —0 |
Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing. | —0 |
Research and test new or modified hardware or software products to determine performance and interoperability. | —0 |
Supervise engineers or other staff in the design or implementation of network solutions. | —0 |
Use network computer-aided design (CAD) software packages to optimize network designs. | —0 |
Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology. | —0 |
Estimate costs for system or component implementation and operation. | —0 |
Develop, maintain, or implement telecommunications disaster recovery plans to ensure business continuity. | —0 |
Test and evaluate hardware and software to determine efficiency, reliability, or compatibility with existing systems. | —0 |
Supervise maintenance of telecommunications equipment. | —0 |
Prepare purchase requisitions for computer hardware and software, networking and telecommunications equipment, test equipment, cabling, or tools. | —0 |
Use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems. | —0 |
Inspect sites to determine physical configuration, such as device locations and conduit pathways. | —0 |
Implement system renovation projects in collaboration with technical staff, engineering consultants, installers, and vendors. | —0 |
Implement or perform preventive maintenance, backup, or recovery procedures. | —0 |
Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations. | —0 |
Work with personnel and facilities management staff to install, remove, or relocate user connectivity equipment and devices. | —0 |
Communicate with telecommunications vendors to obtain pricing and technical specifications for available hardware, software, or services. | —0 |
Assess existing facilities' needs for new or modified telecommunications systems. | —0 |
Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems. | —0 |
Order or maintain inventory of telecommunications equipment for customer premises equipment (CPE), facilities, access networks, or backbone networks. | —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 |
|---|---|
Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.O*NET Task ID 18962 | 1.0 |
Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.O*NET Task ID 18964 | 1.0 |
Develop and implement solutions for network problems.O*NET Task ID 18965 | 1.0 |
Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.O*NET Task ID 18966 | 1.0 |
Develop conceptual, logical, or physical network designs.O*NET Task ID 18967 | 1.0 |
Develop network-related documentation.O*NET Task ID 18969 | 1.0 |
Develop or maintain project reporting systems.O*NET Task ID 18970 | 1.0 |
Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.O*NET Task ID 18971 | 1.0 |
Explain design specifications to integration or test engineers.O*NET Task ID 18976 | 1.0 |
Maintain networks by performing activities such as file addition, deletion, or backup.O*NET Task ID 18977 | 1.0 |
Coordinate installation of new equipment.O*NET Task ID 18959 | 0.0 |
Maintain or coordinate the maintenance of network peripherals, such as printers.O*NET Task ID 18978 | 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