太阳能光伏安装工
建筑、维护与维修AI暴露度
- 数据来源: BLS发布时间: 2026-08
中等· 相对
低四级相对区间很高职业群单位数值
尺度 · 母数 · 来源
四级相对类别（低 / 中等 / 高 / 很高）
以BLS就业预测表中831个细分职业为基数。取值按 NEM（全国就业矩阵）代码给定，因此共用同一 NEM 代码的职业得到相同分档
- 数据来源: Anthropic发布时间: 2026-03
0.000
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.19
0.09此处所载数值的范围0.70职业群单位数值
尺度 · 母数 · 来源
生成式AI暴露度指数，按发布原值0–1
ISCO-08职业小类单位 — 共用同一代码的职业取值相同
本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 87%。
该来源发布的是什么性质的数值
BLS的类别是相对排位而非绝对水平，也不是一手测量：它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测，不是采用概率，也不区分自动化与增强。
Task-level exposure
仅显示有暴露的工作| Task | Claude.aiRaw / share % |
|---|---|
Measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.47-2231 | 0.039349.6 |
Check electrical installation for proper wiring, polarity, grounding, or integrity of terminations.47-2231 | 0.011114.0 |
Determine connection interfaces for additional subpanels or for connecting photovoltaic (PV) systems with utility services or other power generation sources.47-2231 | 0.00789.9 |
Identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (PV) arrays.47-2231 | 0.00688.5 |
Demonstrate system functionality and performance, including start-up, shut-down, normal operation, and emergency or bypass operations.47-2231 | 0.00364.6 |
Compile or maintain records of system operation, performance, and maintenance.47-2231 | 0.00354.4 |
Determine appropriate sizes, ratings, and locations for all system overcurrent devices, disconnect devices, grounding equipment, and surge suppression equipment.47-2231 | 0.00273.4 |
Determine materials, equipment, and installation sequences necessary to maximize installation efficiency.47-2231 | 0.00253.1 |
Program, adjust, or configure inverters and controls for desired set points and operating modes.47-2231 | 0.00202.5 |
| Not observed on any surface — 17 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 |
Install active solar systems, including solar collectors, concentrators, pumps, or fans. | —0 |
Install photovoltaic (PV) systems in accordance with codes and standards using drawings, schematics, and instructions. | —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 |
Activate photovoltaic (PV) systems to verify system functionality and conformity to performance expectations. | —0 |
Apply weather sealing to array, building, or support mechanisms. | —0 |
Determine photovoltaic (PV) system designs or configurations based on factors such as customer needs, expectations, and site conditions. | —0 |
Examine designs to determine current requirements for all parts of the photovoltaic (PV) system electrical circuit. | —0 |
Identify and resolve any deficiencies in photovoltaic (PV) system installation or materials. | —0 |
Identify electrical, environmental, and safety hazards associated with photovoltaic (PV) installations. | —0 |
Identify methods for laying out, orienting, and mounting modules or arrays to ensure efficient installation, electrical configuration, or system maintenance. | —0 |
Install module array interconnect wiring, implementing measures to disable arrays during installation. | —0 |
Install required labels on solar system components and hardware. | —0 |
Test operating voltages to ensure operation within acceptable limits for power conditioning equipment, such as inverters and controllers. | —0 |
Visually inspect and test photovoltaic (PV) modules or systems. | —0 |
Diagram layouts and locations for photovoltaic (PV) arrays and equipment, including existing building or site features. | —0 |
Select mechanical designs, installation equipment, or installation plans that conform to environmental, architectural, structural, site, and code requirements. | —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