فنيو تركيب الألواح الشمسية
البناء والصيانة والإصلاحالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
متوسط· 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
0.000
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.19
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 87%.
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 % |
|---|---|---|
Measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.47-2231 | 0.035388.8 | 0.045588.3 |
Identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (PV) arrays.47-2231 | 0.00256.3 | 0.00356.8 |
Check electrical installation for proper wiring, polarity, grounding, or integrity of terminations.47-2231 | 0.00205.0 | —0 |
Compile or maintain records of system operation, performance, and maintenance. | —0 | 0.00254.9 |
| Not observed on any surface — 22 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. | ||
Assemble solar modules, panels, or support structures, as specified. | —0 | —0 |
Install active solar systems, including solar collectors, concentrators, pumps, or fans. | —0 | —0 |
Install photovoltaic (PV) systems in accordance with codes and standards using drawings, schematics, and instructions. | —0 | —0 |
Perform routine photovoltaic (PV) system maintenance on modules, arrays, batteries, power conditioning equipment, safety systems, structural systems, weather sealing, or balance of systems equipment. | —0 | —0 |
Activate photovoltaic (PV) systems to verify system functionality and conformity to performance expectations. | —0 | —0 |
Apply weather sealing to array, building, or support mechanisms. | —0 | —0 |
Determine appropriate sizes, ratings, and locations for all system overcurrent devices, disconnect devices, grounding equipment, and surge suppression equipment. | —0 | —0 |
Determine connection interfaces for additional subpanels or for connecting photovoltaic (PV) systems with utility services or other power generation sources. | —0 | —0 |
Determine photovoltaic (PV) system designs or configurations based on factors such as customer needs, expectations, and site conditions. | —0 | —0 |
Examine designs to determine current requirements for all parts of the photovoltaic (PV) system electrical circuit. | —0 | —0 |
Identify and resolve any deficiencies in photovoltaic (PV) system installation or materials. | —0 | —0 |
Identify electrical, environmental, and safety hazards associated with photovoltaic (PV) installations. | —0 | —0 |
Identify methods for laying out, orienting, and mounting modules or arrays to ensure efficient installation, electrical configuration, or system maintenance. | —0 | —0 |
Install module array interconnect wiring, implementing measures to disable arrays during installation. | —0 | —0 |
Install required labels on solar system components and hardware. | —0 | —0 |
Program, adjust, or configure inverters and controls for desired set points and operating modes. | —0 | —0 |
Test operating voltages to ensure operation within acceptable limits for power conditioning equipment, such as inverters and controllers. | —0 | —0 |
Visually inspect and test photovoltaic (PV) modules or systems. | —0 | —0 |
Demonstrate system functionality and performance, including start-up, shut-down, normal operation, and emergency or bypass operations. | —0 | —0 |
Determine materials, equipment, and installation sequences necessary to maximize installation efficiency. | —0 | —0 |
Diagram layouts and locations for photovoltaic (PV) arrays and equipment, including existing building or site features. | —0 | —0 |
Select mechanical designs, installation equipment, or installation plans that conform to environmental, architectural, structural, site, and code requirements. | —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 |
|---|---|
Determine photovoltaic (PV) system designs or configurations based on factors such as customer needs, expectations, and site conditions.O*NET Task ID 17749 | 0.5 |
Diagram layouts and locations for photovoltaic (PV) arrays and equipment, including existing building or site features.O*NET Task ID 17750 | 0.5 |
Identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (PV) arrays.O*NET Task ID 17754 | 0.5 |
Visually inspect and test photovoltaic (PV) modules or systems.O*NET Task ID 17762 | 0.5 |
Compile or maintain records of system operation, performance, and maintenance.O*NET Task ID 17763 | 0.5 |
Determine materials, equipment, and installation sequences necessary to maximize installation efficiency.O*NET Task ID 17765 | 0.5 |
Assemble solar modules, panels, or support structures, as specified.O*NET Task ID 17740 | 0.0 |
Install active solar systems, including solar collectors, concentrators, pumps, or fans.O*NET Task ID 17741 | 0.0 |
Install photovoltaic (PV) systems in accordance with codes and standards, using drawings, schematics, and instructions.O*NET Task ID 17742 | 0.0 |
Perform routine photovoltaic (PV) system maintenance on modules, arrays, batteries, power conditioning equipment, safety systems, structural systems, weather sealing, or balance of systems equipment.O*NET Task ID 17743 | 0.0 |
Activate photovoltaic (PV) systems to verify system functionality and conformity to performance expectations.O*NET Task ID 17744 | 0.0 |
Apply weather sealing to array, building, or support mechanisms.O*NET Task ID 17745 | 0.0 |
Check electrical installation for proper wiring, polarity, grounding, or integrity of terminations.O*NET Task ID 17746 | 0.0 |
Determine appropriate sizes, ratings, and locations for all system overcurrent devices, disconnect devices, grounding equipment, and surge suppression equipment.O*NET Task ID 17747 | 0.0 |
Determine connection interfaces for additional subpanels or for connecting photovoltaic (PV) systems with utility services or other power generation sources.O*NET Task ID 17748 | 0.0 |
Examine designs to determine current requirements for all parts of the photovoltaic (PV) system electrical circuit.O*NET Task ID 17751 | 0.0 |
Identify and resolve any deficiencies in photovoltaic (PV) system installation or materials.O*NET Task ID 17752 | 0.0 |
Identify electrical, environmental, and safety hazards associated with photovoltaic (PV) installations.O*NET Task ID 17753 | 0.0 |
Identify methods for laying out, orienting, and mounting modules or arrays to ensure efficient installation, electrical configuration, or system maintenance.O*NET Task ID 17755 | 0.0 |
Install module array interconnect wiring, implementing measures to disable arrays during installation.O*NET Task ID 17756 | 0.0 |
Install required labels on solar system components and hardware.O*NET Task ID 17757 | 0.0 |
Measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.O*NET Task ID 17758 | 0.0 |
Program, adjust, or configure inverters and controls for desired set points and operating modes.O*NET Task ID 17759 | 0.0 |
Select mechanical designs, installation equipment, or installation plans that conform to environmental, architectural, structural, site, and code requirements.O*NET Task ID 17760 | 0.0 |
Test operating voltages to ensure operation within acceptable limits for power conditioning equipment, such as inverters and controllers.O*NET Task ID 17761 | 0.0 |
Demonstrate system functionality and performance, including start-up, shut-down, normal operation, and emergency or bypass operations.O*NET Task ID 17764 | 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