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

    来源数据集（XLSX 文件下载）

  • 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

    观测暴露度指数，按发布原值0–1

    以O*NET任务映射为基准

    来源数据集

  • 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%。

    来源数据集

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

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.

TaskβE1 + 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®, 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)]