网络和计算机系统管理员
计算机与数学AI暴露度
- 数据来源: BLS发布时间: '26.08
很高· 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: '26.03
0.337
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: '25
0.57
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 7%。
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 % | APIRaw / share % |
|---|---|---|
Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.15-1244 | 0.070046.7 | 0.010012.5 |
Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.15-1244 | 0.050033.3 | 0.050062.5 |
Train people in computer system use.15-1244 | 0.020013.3 | 0.00000.0 |
Confer with network users about solutions to existing system problems.15-1244 | 0.01006.7 | 0.00000.0 |
Perform data backups and disaster recovery operations.15-1244 | 0.00000.0 | 0.010012.5 |
Research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.15-1244 | 0.00000.0 | —0 |
Gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements. | —0 | 0.010012.5 |
Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations. | —0 | 0.00000.0 |
Plan, coordinate, and implement network security measures to protect data, software, and hardware. | —0 | 0.00000.0 |
Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use. | —0 | 0.00000.0 |
Perform routine network startup and shutdown procedures, and maintain control records. | —0 | 0.00000.0 |
Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future. | —0 | 0.00000.0 |
Analyze equipment performance records to determine the need for repair or replacement. | —0 | 0.00000.0 |
Configure, monitor, and maintain email applications or virus protection software. | —0 | 0.00000.0 |
| Not observed on any surface — 6 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. | ||
Design, configure, and test computer hardware, networking software and operating system software. | —0 | —0 |
Load computer tapes and disks, and install software and printer paper or forms. | —0 | —0 |
Maintain logs related to network functions, as well as maintenance and repair records. | —0 | —0 |
Coordinate with vendors and with company personnel to facilitate purchases. | —0 | —0 |
Maintain an inventory of parts for emergency repairs. | —0 | —0 |
Implement and provide technical support for voice services and equipment, such as private branch exchange, voice mail system, and telecom system. | —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 |
|---|---|
Perform data backups and disaster recovery operations.O*NET Task ID 1317 | 1.0 |
Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.O*NET Task ID 1318 | 1.0 |
Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.O*NET Task ID 1320 | 1.0 |
Perform routine network startup and shutdown procedures, and maintain control records.O*NET Task ID 1321 | 1.0 |
Design, configure, and test computer hardware, networking software and operating system software.O*NET Task ID 1322 | 1.0 |
Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.O*NET Task ID 1323 | 1.0 |
Analyze equipment performance records to determine the need for repair or replacement.O*NET Task ID 1329 | 1.0 |
Maintain logs related to network functions, as well as maintenance and repair records.O*NET Task ID 1330 | 1.0 |
Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.O*NET Task ID 15205 | 1.0 |
Configure, monitor, and maintain email applications or virus protection software.O*NET Task ID 15206 | 1.0 |
Load computer tapes and disks, and install software and printer paper or forms.O*NET Task ID 1327 | 0.0 |
Maintain an inventory of parts for emergency repairs.O*NET Task ID 1332 | 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