信息技术经理
管理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
0.156
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
0.44
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 28%。
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 % |
|---|---|---|
Evaluate the organization's technology use and needs and recommend improvements, such as hardware and software upgrades.11-3021 | 0.086747.2 | 0.018036.5 |
Consult with users, management, vendors, and technicians to assess computing needs and system requirements.11-3021 | 0.078442.6 | 0.013827.9 |
Develop and interpret organizational goals, policies, and procedures.11-3021 | 0.01025.5 | 0.00336.7 |
Provide users with technical support for computer problems.11-3021 | 0.00864.7 | 0.009719.7 |
Evaluate data processing proposals to assess project feasibility and requirements. | —0 | 0.00265.4 |
Prepare and review operational reports or project progress reports. | —0 | 0.00193.9 |
| Not observed on any surface — 11 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. | ||
Manage backup, security and user help systems. | —0 | —0 |
Direct daily operations of department, analyzing workflow, establishing priorities, developing standards and setting deadlines. | —0 | —0 |
Assign and review the work of systems analysts, programmers, and other computer-related workers. | —0 | —0 |
Stay abreast of advances in technology. | —0 | —0 |
Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery. | —0 | —0 |
Review and approve all systems charts and programs prior to their implementation. | —0 | —0 |
Control operational budget and expenditures. | —0 | —0 |
Meet with department heads, managers, supervisors, vendors, and others, to solicit cooperation and resolve problems. | —0 | —0 |
Recruit, hire, train and supervise staff, or participate in staffing decisions. | —0 | —0 |
Review project plans to plan and coordinate project activity. | —0 | —0 |
Purchase necessary equipment. | —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 |
|---|---|
Assign and review the work of systems analysts, programmers, and other computer-related workers.O*NET Task ID 969 | 1.0 |
Review and approve all systems charts and programs prior to their implementation.O*NET Task ID 972 | 1.0 |
Manage backup, security and user help systems.O*NET Task ID 966 | 0.5 |
Consult with users, management, vendors, and technicians to assess computing needs and system requirements.O*NET Task ID 967 | 0.5 |
Direct daily operations of department, analyzing workflow, establishing priorities, developing standards and setting deadlines.O*NET Task ID 968 | 0.5 |
Stay abreast of advances in technology.O*NET Task ID 970 | 0.5 |
Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.O*NET Task ID 971 | 0.5 |
Evaluate the organization's technology use and needs and recommend improvements, such as hardware and software upgrades.O*NET Task ID 973 | 0.5 |
Control operational budget and expenditures.O*NET Task ID 974 | 0.5 |
Develop and interpret organizational goals, policies, and procedures.O*NET Task ID 976 | 0.5 |
Meet with department heads, managers, supervisors, vendors, and others, to solicit cooperation and resolve problems.O*NET Task ID 975 | 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