Information Security Engineers
Computer and Mathematical Occupations- O*NET-SOC 代码
- 15-1299.05
Develop and oversee the implementation of information security procedures and policies. Build, maintain and upgrade security technology, such as firewalls, for the safe use of computer networks and the transmission and retrieval of information. Design and implement appropriate security controls to identify vulnerabilities and protect digital files and electronic infrastructures. Monitor and respond to computer security breaches, viruses, and intrusions, and perform forensic investigation. May oversee the assessment of information security systems.
- 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
0.311
0.000此处所载数值的范围0.745职业群单位数值
尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.43–0.55· ISCO-08 职业组 3 个
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。
各关联 ISCO-08 职业组的 ILO 数值
- ISCO-08 2519Software and Applications Developers and Analysts Not Elsewhere Classified0.55
- ISCO-08 2529Database and Network Professionals Not Elsewhere Classified0.49
- ISCO-08 3511Information and Communications Technology Operations Technicians0.43
Task-level exposure
仅显示有暴露的工作已评分任务 20 项 · β ≥ 0.5 的任务 20 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
| Task (O*NET 30.2) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Provide technical support to computer users for installation and use of security products.15-1299.05 | 0.050045.5 | 0.01007.7 |
Develop or implement software tools to assist in the detection, prevention, and analysis of security threats.15-1299.05 | 0.020018.2 | 0.020015.4 |
Identify or implement solutions to information security problems.15-1299.05 | 0.01009.1 | 0.030023.1 |
Develop or install software, such as firewalls and data encryption programs, to protect sensitive information.15-1299.05 | 0.01009.1 | 0.020015.4 |
Recommend information security enhancements to management.15-1299.05 | 0.01009.1 | 0.01007.7 |
Troubleshoot security and network problems.15-1299.05 | 0.01009.1 | 0.01007.7 |
Conduct investigations of information security breaches to identify vulnerabilities and evaluate the damage.15-1299.05 | 0.00000.0 | 0.01007.7 |
Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations.15-1299.05 | 0.00000.0 | 0.01007.7 |
Write reports regarding investigations of information security breaches or network evaluations.15-1299.05 | 0.00000.0 | 0.00000.0 |
Train staff on, and oversee the use of, information security standards, policies, and best practices.15-1299.05 | 0.00000.0 | —0 |
Assess the quality of security controls, using performance indicators. | —0 | 0.01007.7 |
Scan networks, using vulnerability assessment tools to identify vulnerabilities. | —0 | 0.00000.0 |
| Not observed on any surface — 8 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. | ||
Coordinate documentation of computer security or emergency measure policies, procedures, or tests. | —0 | —0 |
Coordinate monitoring of networks or systems for security breaches or intrusions. | —0 | —0 |
Coordinate vulnerability assessments or analysis of information security systems. | —0 | —0 |
Develop information security standards and best practices. | —0 | —0 |
Develop response and recovery strategies for security breaches. | —0 | —0 |
Identify security system weaknesses, using penetration tests. | —0 | —0 |
Oversee development of plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure or to meet emergency data processing needs. | —0 | —0 |
Oversee performance of risk assessment or execution of system tests to ensure the functioning of data processing activities or security measures. | —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 |
|---|---|
Coordinate documentation of computer security or emergency measure policies, procedures, or tests.O*NET Task ID 21768 | 1.0 |
Develop information security standards and best practices.O*NET Task ID 21771 | 1.0 |
Develop or implement software tools to assist in the detection, prevention, and analysis of security threats.O*NET Task ID 21772 | 1.0 |
Develop or install software, such as firewalls and data encryption programs, to protect sensitive information.O*NET Task ID 21773 | 1.0 |
Identify security system weaknesses, using penetration tests.O*NET Task ID 21776 | 1.0 |
Troubleshoot security and network problems.O*NET Task ID 21784 | 1.0 |
Write reports regarding investigations of information security breaches or network evaluations.O*NET Task ID 21785 | 1.0 |
Assess the quality of security controls, using performance indicators.O*NET Task ID 21766 | 0.5 |
Conduct investigations of information security breaches to identify vulnerabilities and evaluate the damage.O*NET Task ID 21767 | 0.5 |
Coordinate monitoring of networks or systems for security breaches or intrusions.O*NET Task ID 21769 | 0.5 |
Coordinate vulnerability assessments or analysis of information security systems.O*NET Task ID 21770 | 0.5 |
Develop response and recovery strategies for security breaches.O*NET Task ID 21774 | 0.5 |
Identify or implement solutions to information security problems.O*NET Task ID 21775 | 0.5 |
Oversee development of plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure or to meet emergency data processing needs.O*NET Task ID 21777 | 0.5 |
Oversee performance of risk assessment or execution of system tests to ensure the functioning of data processing activities or security measures.O*NET Task ID 21778 | 0.5 |
Provide technical support to computer users for installation and use of security products.O*NET Task ID 21779 | 0.5 |
Recommend information security enhancements to management.O*NET Task ID 21780 | 0.5 |
Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations.O*NET Task ID 21781 | 0.5 |
Scan networks, using vulnerability assessment tools to identify vulnerabilities.O*NET Task ID 21782 | 0.5 |
Train staff on, and oversee the use of, information security standards, policies, and best practices.O*NET Task ID 21783 | 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(20 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 |
|---|---|
| Assess the quality of security controls, using performance indicators. | 核心 |
| Conduct investigations of information security breaches to identify vulnerabilities and evaluate the damage. | 核心 |
| Coordinate documentation of computer security or emergency measure policies, procedures, or tests. | 核心 |
| Coordinate monitoring of networks or systems for security breaches or intrusions. | 核心 |
| Coordinate vulnerability assessments or analysis of information security systems. | 核心 |
| Develop information security standards and best practices. | 核心 |
| Develop or implement software tools to assist in the detection, prevention, and analysis of security threats. | 核心 |
| Develop or install software, such as firewalls and data encryption programs, to protect sensitive information. | 核心 |
| Develop response and recovery strategies for security breaches. | 核心 |
| Identify or implement solutions to information security problems. | 核心 |
| Identify security system weaknesses, using penetration tests. | 核心 |
| Oversee development of plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure or to meet emergency data processing needs. | 核心 |
| Oversee performance of risk assessment or execution of system tests to ensure the functioning of data processing activities or security measures. | 核心 |
| Provide technical support to computer users for installation and use of security products. | 核心 |
| Recommend information security enhancements to management. | 核心 |
| Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations. | 核心 |
| Scan networks, using vulnerability assessment tools to identify vulnerabilities. | 核心 |
| Train staff on, and oversee the use of, information security standards, policies, and best practices. | 核心 |
| Troubleshoot security and network problems. | 核心 |
| Write reports regarding investigations of information security breaches or network evaluations. | 核心 |
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)
这些数值属于整个 SOC 15-1299 组(Computer occupations, all other),并非仅属于该 O*NET 职业。
- 就业人数,2025
- 471K
- 预计就业人数,2035
- 495K
- 变化 (2025–35)
- +5.1%
- 年薪中位数,2025
- $116,580
- 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 |
|---|---|---|---|
| 22320 | 정보 보안 전문가 | 本职业范围更窄 | 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 2519Software and Applications Developers and Analysts Not Elsewhere Classified
其他未列明的软件和应用开发人员及分析师
- ISCO-08 2529Database and Network Professionals Not Elsewhere Classified
其他未列明的数据库和网络专业人员
- ISCO-08 3511Information and Communications Technology Operations Technicians
信息和通信技术运行技术员
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
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。
- ICT security administratorESCO 2529.5有重叠,但不相同
ICT security administrators plan and carry out security measures to protect information and data from unauthorised access, deliberate attack, theft and corruption.
- ICT security managerESCO 2529.7有重叠,但不相同
ICT security managers propose and implement necessary security updates. They advise, support, inform and provide training and security awareness and take direct action on all or part of a network or system.
- ICT security technicianESCO 3512.3有重叠,但不相同
ICT security technicians propose and implement necessary security updates and measures whenever is required. They advise, support, inform and provide training and security awareness.
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 |
|---|---|---|
| M1846 | Ingénieur / Ingénieure Cybersécurité Datacenter | 本职业范围更宽 |
| M1833 | Ingénieur / Ingénieure sécurité web | 本职业范围更宽暂定 |
| M1856 | Expert / Experte en cybersécurité | 本职业范围更宽暂定 |
| M1882 | Architecte sécurité informatique | 本职业范围更宽暂定 |
| M1817 | Administrateur / Administratrice sécurité informatique | 有重叠,但不相同暂定 |
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 |
|---|---|---|
| 2729 | Especialistas en bases de datos y en redes informáticas no clasificados bajo otros epígrafes | 本职业范围更窄 |
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 |
|---|---|---|
| 43383 | Berufe in der IT-Netzwerktechnik, IT-Koordination, IT-Administration und IT-Organisation (sonstige spezifische Tätigkeitsangabe) - komplexe Spezialistentätigkeiten | 本职业范围更宽 |
| 43384 | Berufe in der IT-Netzwerktechnik, IT-Koordination, IT-Administration und IT-Organisation (sonstige spezifische Tätigkeitsangabe) - hoch komplexe Tätigkeiten | 有重叠,但不相同 |
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 |
| 109 | その他の情報処理・通信技術者 | 相关,但不对应 |
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)
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