Database Administrators
Computer and Mathematical Occupations- O*NET-SOC 代码
- 15-1242.00
Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.
- 数据来源: BLS发布时间: 2026-08
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: 2026-03
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: 2025
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
按 ISCO-08 细类(4 位)发布的数值。按原样应用美国劳工统计局(BLS)的官方对照表(ISCO-08→2010 SOC、2010 SOC→2018 SOC)关联到本职业,对应关系为全部或部分对应
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已评分任务 18 项 · β ≥ 0.5 的任务 18 项(100.0%)
β = 直接暴露(E1)+ 0.5 × 借助工具时的暴露(E2),依据原始代码库的定义。
- 原始单位:O*NET 27.2 任务 → O*NET 31.0 职业代码
- 所有已评分任务均在 O*NET 31.0 任务列表中。
- 来源
- OpenAI "GPTs are GPTs" exposure rubric
- 版本
- gh-main-0471612
- 许可
- MIT License, Copyright (c) 2024 OpenAI
以下为 O*NET-SOC 2010 职业 15-1141.00 Database Administrators 的工作任务,由本站依据 O*NET-SOC 2010→2019 官方对照表关联到此职业
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Test programs or databases, correct errors, and make necessary modifications.15-1141.00 | 0.293237.4 | 2.336483.9 |
Modify existing databases and database management systems or direct programmers and analysts to make changes.15-1141.00 | 0.199025.4 | 0.14395.2 |
Develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs.15-1141.00 | 0.112314.3 | 0.09923.6 |
Develop standards and guidelines to guide the use and acquisition of software and to protect vulnerable information.15-1141.00 | 0.03965.1 | 0.06752.4 |
Develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.15-1141.00 | 0.03654.7 | 0.05492.0 |
Review procedures in database management system manuals for making changes to database.15-1141.00 | 0.03234.1 | 0.02881.0 |
Plan, coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.15-1141.00 | 0.02453.1 | 0.02801.0 |
Write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.15-1141.00 | 0.01792.3 | 0.00830.3 |
Specify users and user access levels for each segment of database.15-1141.00 | 0.01111.4 | 0.00620.2 |
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.15-1141.00 | 0.01001.3 | —0 |
Establish and calculate optimum values for database parameters, using manuals and calculator.15-1141.00 | 0.00530.7 | 0.00210.1 |
Revise company definition of data as defined in data dictionary.15-1141.00 | 0.00150.2 | 0.00450.2 |
Select and enter codes to monitor database performance and to create production database. | —0 | 0.00220.1 |
Train users and answer questions. | —0 | 0.00160.1 |
| Not observed on any surface — 4 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 |
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 (O*NET 27.2) | 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 |
Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.O*NET Task ID 1314 | 1.0 |
Revise company definition of data as defined in data dictionary.O*NET Task ID 1315 | 1.0 |
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.O*NET Task ID 21648 | 1.0 |
Plan and install upgrades of database management system software to enhance database performance.O*NET Task ID 21649 | 1.0 |
Provide technical support to junior staff or clients.O*NET Task ID 21650 | 1.0 |
Test changes to database applications or systems.O*NET Task ID 21651 | 1.0 |
Train users and answer questions.O*NET Task ID 1303 | 0.5 |
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.O*NET Task ID 1312 | 0.5 |
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
O*NET 31.0 全部任务(18 项)
本职业在 O*NET 31.0 中的全部任务(英文原文;任务类型为核心或补充)。暴露值不列在此清单中,而在上方表格里,位于各来源所用 O*NET 版本的任务表述旁。
| 任务(O*NET 31.0) | 类型 |
|---|---|
| Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information. | 核心 |
| Modify existing databases and database management systems or direct programmers and analysts to make changes. | 核心 |
| Test programs or databases, correct errors, and make necessary modifications. | 核心 |
| Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure. | 核心 |
| Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases. | 核心 |
| Train users and answer questions. | 核心 |
| Specify users and user access levels for each segment of database. | 核心 |
| Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software. | 核心 |
| Review procedures in database management system manuals to make changes to database. | 核心 |
| Select and enter codes to monitor database performance and to create production databases. | 核心 |
| Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions. | 核心 |
| Identify, evaluate and recommend hardware or software technologies to achieve desired database performance. | 核心 |
| Plan and install upgrades of database management system software to enhance database performance. | 核心 |
| Provide technical support to junior staff or clients. | 核心 |
| Test changes to database applications or systems. | 核心 |
| Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management. | 补充 |
| Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records. | 补充 |
| Revise company definition of data as defined in data dictionary. | 补充 |
0.00/ 3· 机器人暴露指数
尺度 · 母数 · 来源
对每项体力任务,按已实际部署、销售或演示的机器人能够完成它的环境评定 0–3 级(0 不可 · 1 围栏式机器单元、灌装线等机器人专用设施 · 2 医院药房、集装箱港口等受管理的设施 · 3 私人住宅、建筑工地等非结构化环境),再按工作时间占比求平均
以该职业 O*NET 29.3 任务中的体力任务为准
等级与时间占比由 Anthropic 使用 Claude Opus 5(网络搜索)估算(截至 2026 年)。
机器人暴露指数与本站的 AI 暴露度是不同的指标,不能相加或相互比较。该指数不代表实际采用情况或成本竞争力,0 也包括没有体力任务的职业。
每项体力任务的等级
该职业的 O*NET 29.3 任务中没有被归类为体力任务的任务。
职业信息
就业展望(BLS)
- 就业人数,2025
- 75K
- 预计就业人数,2035
- 75K
- 变化 (2025–35)
- -0.1%
- 年薪中位数,2025
- $104,620
- 入职通常所需学历
- Bachelor's degree
韩国职业分类关联(KSCO)
来自 AI Changing Work 制作的 Korea Occupation Direct Crosswalk v1.1 当前版本的关联。关系值从 O*NET-SOC 职业一侧解读。
| KSCO 代码 | KSCO 名称 | 关系 | 状态 |
|---|---|---|---|
| 22412 | 데이터베이스 관리 및 운영자 | 范围相同 | 已确认 |
关系与状态的定义(kr-direct v1.1)
国际劳工组织(ILO)职业说明
以下 ISCO-08 职业组由 AI Changing Work 原样套用美国劳工统计局(BLS)发布的对照表(2018 SOC→2010 SOC、2010 SOC→ISCO-08)、不逐案取舍,与本职业相关联;每项关联可能是完全对应,也可能是部分对应。
- ISCO-08 2521Database Designers and Administrators
数据库设计师和管理员
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
以下定义、任务和职业示例是 ILO 对该 ISCO-08 职业组的描述,而不是对本职业的描述。
Database designers and administrators design, develop, control, maintain and support the optimal performance and security of databases.
任务
- (a) designing and developing database architecture, data structures, tables, dictionaries and naming conventions for information systems projects;
- (b) designing, constructing, modifying, integrating, implementing and testing database management systems;
- (c) conducting research and providing advice on the selection, application and implementation of database management tools;
- (d) developing and implementing data administration policy, documentation, standards and models;
- (e) developing policies and procedures for database access and usage and for the backup and recovery of data;
- (f) performing the operational establishment and preventive maintenance of backups, recovery procedures, and enforcing security and integrity controls.
职业示例
Data administrator · Database administrator · Database analyst · Database architect
Sources: ILO ISCO-08 — details: Credits
ESCO 职业词汇
以下每一项都是在已公开的ESCO-O*NET Crosswalk(第 1 版,2022 年)中与本职业逐项对应的。对应类型出自该对照表;表述出自 AI Changing Work。
- database administratorESCO 2521.1范围相同
Database administrators test, implement and administer computer databases. They use their expertise in database management systems to plan, coordinate and implement security measures to safeguard computer databases. They also use scripts and configuration files to tailor a database to users' needs.
- data warehouse designerESCO 2521.5本职业范围更宽
Data warehouse designers are responsible for planning, connecting, designing, scheduling, and deploying data warehouse systems. They develop, monitor and maintain ETL processes, reporting applications and data warehouse design.
- database designerESCO 2521.2本职业范围更宽
Database designers specify the database's logical structure, processes, and information flows. They design data models and databases to serve data acquisition.
- database developerESCO 2521.3本职业范围更宽
Database developers program, implement and coordinate changes to computer databases based on their expertise of database management systems.
- database integratorESCO 2521.4本职业范围更宽
Database integrators perform integration among different databases. They maintain integration and ensure interoperability.
来源: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
许可: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
法国职业分类关联(ROME)
本职业与 ROME 4.0 职业条目(fiche)之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。标为「暂定」的关联仅凭同一模型系列(Claude)两位判定者的判定采纳,或对其判定适用运营方规则后采纳,因此其依据弱于已确认的关联。
| ROME 代码 | ROME 名称(法语) | 关系 |
|---|---|---|
| M1894 | Gestionnaire de base de données | 范围相同暂定 |
| M1868 | Architecte base de données | 相关,但不对应暂定 |
Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.
ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.
(AI Changing Work link release: fr-direct v1)
西班牙职业分类关联(CNO-11)
本职业与 CNO-11 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| CNO-11 代码 | CNO-11 名称(西班牙语) | 关系 |
|---|---|---|
| 2721 | Diseñadores y administradores de bases de datos | 本职业范围更窄暂定 |
Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.
(AI Changing Work link release: es-direct v1)
德国职业分类关联(KldB)
本职业与 KldB 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| KldB 代码 | KldB 名称(德语) | 关系 |
|---|---|---|
| 43353 | Berufe in der Datenbankentwicklung und -administration - komplexe Spezialistentätigkeiten | 本职业范围更窄暂定 |
Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.
(AI Changing Work link release: de-direct v1)
日本职业分类关联(JSCO)
本职业与 JSCO 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| JSCO 代码 | JSCO 名称(日语) | 关系 |
|---|---|---|
| 105 | システム運用管理者 | 本职业范围更窄 |
Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.
(AI Changing Work link release: jp-direct v1)
与本职业相关的近期变化
摘要和关联标注由 AI Changing Work 撰写和判断;数字请以所链接的来源为准。
相关 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)]
本页数据的来源与许可,以及 AI Changing Work 的修改与翻译说明:致谢与来源