数据库管理员
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
0.332
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 % |
|---|---|---|
Test programs or databases, correct errors, and make necessary modifications.15-1141 | 0.302637.2 | 1.131873.6 |
Modify existing databases and database management systems or direct programmers and analysts to make changes.15-1141 | 0.255331.4 | 0.15079.8 |
Develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs.15-1141 | 0.096111.8 | 0.13128.5 |
Develop standards and guidelines to guide the use and acquisition of software and to protect vulnerable information.15-1141 | 0.03754.6 | 0.07374.8 |
Review procedures in database management system manuals for making changes to database.15-1141 | 0.03534.3 | 0.00740.5 |
Write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.15-1141 | 0.03284.0 | 0.00690.4 |
Develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.15-1141 | 0.01992.4 | 0.01661.1 |
Plan, coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.15-1141 | 0.01341.6 | 0.01090.7 |
Specify users and user access levels for each segment of database.15-1141 | 0.01021.2 | 0.00370.2 |
Establish and calculate optimum values for database parameters, using manuals and calculator.15-1141 | 0.00500.6 | 0.00190.1 |
| Not observed on any surface — 5 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. | ||
Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems such as the installation of new databases. | —0 | —0 |
Review project requests describing database user needs to estimate time and cost required to accomplish project. | —0 | —0 |
Work as part of a project team to coordinate database development and determine project scope and limitations. | —0 | —0 |
Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records. | —0 | —0 |
Revise company definition of data as defined in data dictionary. | —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 |
|---|---|
Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.O*NET Task ID 1298 | 1.0 |
Modify existing databases and database management systems or direct programmers and analysts to make changes.O*NET Task ID 1299 | 1.0 |
Test programs or databases, correct errors, and make necessary modifications.O*NET Task ID 1300 | 1.0 |
Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.O*NET Task ID 1301 | 1.0 |
Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.O*NET Task ID 1302 | 1.0 |
Specify users and user access levels for each segment of database.O*NET Task ID 1305 | 1.0 |
Develop data model describing data elements and how they are used, following procedures and using pen, template, or computer software.O*NET Task ID 1306 | 1.0 |
Review procedures in database management system manuals to make changes to database.O*NET Task ID 1309 | 1.0 |
Select and enter codes to monitor database performance and to create production database.O*NET Task ID 1311 | 1.0 |
Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.O*NET Task ID 1313 | 1.0 |
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
Occupation information
与本职业相关的近期变化
2026年7月: ADP/Stanford linked postings-payroll study of ~7,000 IT workers (2019-2025) identifies "design databases" as one of 8 activities associated with higher wages, while "monitor operation of computer or information technologies" is among 6 associated with lower wages. Effect sizes were not published.
[来源: ADP Research / Stanford Digital Economy Lab, Unbundling Jobs (July 2026)]