Computer Hardware Engineers
Architecture and Engineering Occupations- O*NET-SOC 代码
- 17-2061.00
Research, design, develop, or test computer or computer-related equipment for commercial, industrial, military, or scientific use. May supervise the manufacturing and installation of computer or computer-related equipment and components.
- 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
0.145
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
0.42
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 16 项(88.9%)
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 20.1) | Claude.aiRaw / share % |
|---|---|
Analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.17-2061.00 | 0.599482.9 |
Store, retrieve, and manipulate data for analysis of system capabilities and requirements.17-2061.00 | 0.101214.0 |
Confer with engineering staff and consult specifications to evaluate interface between hardware and software and operational and performance requirements of overall system.17-2061.00 | 0.01101.5 |
Write detailed functional specifications that document the hardware development process and support hardware introduction.17-2061.00 | 0.00961.3 |
Analyze user needs and recommend appropriate hardware.17-2061.00 | 0.00180.3 |
| Not observed on any surface — 13 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. | |
Update knowledge and skills to keep up with rapid advancements in computer technology. | —0 |
Provide technical support to designers, marketing and sales departments, suppliers, engineers and other team members throughout the product development and implementation process. | —0 |
Test and verify hardware and support peripherals to ensure that they meet specifications and requirements, by recording and analyzing test data. | —0 |
Monitor functioning of equipment and make necessary modifications to ensure system operates in conformance with specifications. | —0 |
Build, test, and modify product prototypes using working models or theoretical models constructed with computer simulation. | —0 |
Direct technicians, engineering designers or other technical support personnel as needed. | —0 |
Select hardware and material, assuring compliance with specifications and product requirements. | —0 |
Specify power supply requirements and configuration, drawing on system performance expectations and design specifications. | —0 |
Assemble and modify existing pieces of equipment to meet special needs. | —0 |
Evaluate factors such as reporting formats required, cost constraints, and need for security restrictions to determine hardware configuration. | —0 |
Design and develop computer hardware and support peripherals, including central processing units (CPUs), support logic, microprocessors, custom integrated circuits, and printers and disk drives. | —0 |
Provide training and support to system designers and users. | —0 |
Recommend purchase of equipment to control dust, temperature, and humidity in area of system installation. | —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 |
|---|---|
Update knowledge and skills to keep up with rapid advancements in computer technology.O*NET Task ID 7391 | 1.0 |
Test and verify hardware and support peripherals to ensure that they meet specifications and requirements, by recording and analyzing test data.O*NET Task ID 7393 | 1.0 |
Monitor functioning of equipment and make necessary modifications to ensure system operates in conformance with specifications.O*NET Task ID 7394 | 1.0 |
Confer with engineering staff and consult specifications to evaluate interface between hardware and software and operational and performance requirements of overall system.O*NET Task ID 7399 | 1.0 |
Store, retrieve, and manipulate data for analysis of system capabilities and requirements.O*NET Task ID 7401 | 1.0 |
Write detailed functional specifications that document the hardware development process and support hardware introduction.O*NET Task ID 7402 | 1.0 |
Specify power supply requirements and configuration, drawing on system performance expectations and design specifications.O*NET Task ID 7403 | 1.0 |
Evaluate factors such as reporting formats required, cost constraints, and need for security restrictions to determine hardware configuration.O*NET Task ID 7406 | 1.0 |
Design and develop computer hardware and support peripherals, including central processing units (CPUs), support logic, microprocessors, custom integrated circuits, and printers and disk drives.O*NET Task ID 7407 | 1.0 |
Provide technical support to designers, marketing and sales departments, suppliers, engineers and other team members throughout the product development and implementation process.O*NET Task ID 7392 | 0.5 |
Analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.O*NET Task ID 7395 | 0.5 |
Build, test, and modify product prototypes, using working models or theoretical models constructed with computer simulation.O*NET Task ID 7396 | 0.5 |
Analyze user needs and recommend appropriate hardware.O*NET Task ID 7397 | 0.5 |
Select hardware and material, assuring compliance with specifications and product requirements.O*NET Task ID 7400 | 0.5 |
Provide training and support to system designers and users.O*NET Task ID 7404 | 0.5 |
Recommend purchase of equipment to control dust, temperature, and humidity in area of system installation.O*NET Task ID 7408 | 0.5 |
Direct technicians, engineering designers or other technical support personnel as needed.O*NET Task ID 7398 | 0.0 |
Assemble and modify existing pieces of equipment to meet special needs.O*NET Task ID 7405 | 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
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 |
|---|---|
| Update knowledge and skills to keep up with rapid advancements in computer technology. | 核心 |
| Provide technical support to designers, marketing and sales departments, suppliers, engineers and other team members throughout the product development and implementation process. | 核心 |
| Test and verify hardware and support peripherals to ensure that they meet specifications and requirements, by recording and analyzing test data. | 核心 |
| Monitor functioning of equipment and make necessary modifications to ensure system operates in conformance with specifications. | 核心 |
| Build, test, and modify product prototypes, using working models or theoretical models constructed with computer simulation. | 核心 |
| Analyze user needs and recommend appropriate hardware. | 核心 |
| Direct technicians, engineering designers or other technical support personnel as needed. | 核心 |
| Confer with engineering staff and consult specifications to evaluate interface between hardware and software and operational and performance requirements of overall system. | 核心 |
| Select hardware and material, assuring compliance with specifications and product requirements. | 核心 |
| Store, retrieve, and manipulate data for analysis of system capabilities and requirements. | 核心 |
| Write detailed functional specifications that document the hardware development process and support hardware introduction. | 核心 |
| Specify power supply requirements and configuration, drawing on system performance expectations and design specifications. | 核心 |
| Provide training and support to system designers and users. | 核心 |
| Evaluate factors such as reporting formats required, cost constraints, and need for security restrictions to determine hardware configuration. | 核心 |
| Design and develop computer hardware and support peripherals, including central processing units (CPUs), support logic, microprocessors, custom integrated circuits, and printers and disk drives. | 核心 |
| Analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications. | 补充 |
| Assemble and modify existing pieces of equipment to meet special needs. | 补充 |
| Recommend purchase of equipment to control dust, temperature, and humidity in area of system installation. | 补充 |
0.27/ 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
机器人环境等级(E0–E3)
E0 机器人不可详情
评定为已实际部署、销售或演示的机器人即使在机器人专用设施中也无法完成
E1 机器人专用设施详情
评定为可在围绕机器搭建的设施中完成,例如围栏式机器单元或灌装线
E2 受管理的设施详情
评定为可在由机构按工作标准维护的人类工作设施中完成,例如医院药房或集装箱港口
E3 非结构化环境详情
评定为可在没有机构按工作标准维护的环境中完成,例如私人住宅或建筑工地
仅列出被归类为体力任务的任务;其他任务在来源中没有等级。
| 任务(O*NET 29.3) | 机器人环境等级 |
|---|---|
| Test and verify hardware and support peripherals to ensure that they meet specifications and requirements, by recording and analyzing test data. | E1 机器人专用设施 |
| Monitor functioning of equipment and make necessary modifications to ensure system operates in conformance with specifications. | E0 机器人不可 |
| Build, test, and modify product prototypes, using working models or theoretical models constructed with computer simulation. | E1 机器人专用设施 |
| Assemble and modify existing pieces of equipment to meet special needs. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 76K
- 预计就业人数,2035
- 83K
- 变化 (2025–35)
- +9.1%
- 年薪中位数,2025
- $161,740
- 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 |
|---|---|---|---|
| 22110 | 컴퓨터 하드웨어 기술자 및 연구원 | 范围相同 | 已确认 |
| 23421 | 메모리반도체 기술자 및 연구원 | 相关,但不对应 | 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 2152Electronics Engineers
电子工程师
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。
Electronics engineers conduct research on, design and direct the construction functioning, maintenance and repair of electronic systems, and study and advise on technological aspects of electronic engineering materials, products or processes.
任务
- (a) advising on and designing electronic devices or components, circuits, semi-conductors and systems;
- (b) specifying production or installation methods, materials and quality standards, and directing production or installation work of electronic products and systems;
- (c) establishing control standards and procedures to ensure efficient functioning and safety of electronic systems, motors and equipment;
- (d) organising and directing maintenance and repair of existing electronic systems and equipment;
- (e) designing electronic circuits and components for use in fields such as aerospace guidance and propulsion control, acoustics, or instruments and controls;
- (f) researching and advising on radar, telemetry and remote control systems, microwaves and other electronic equipment;
- (g) designing and developing signal processing algorithms and implementing these through appropriate choice of hardware and software;
- (h) developing apparatus and procedures to test electronic components, circuits and systems.
职业示例
Computer hardware engineer · Electronics engineer · Instrumentation engineer
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。
- computer hardware engineerESCO 2152.1.1范围相同
Computer hardware engineers design and develop computer hardware systems and components, such as circuit boards, modems, and printers. They draught blueprints and assembly drawings, develop and test the prototypes, and supervise the production process.
- electronics engineerESCO 2152.1本职业范围更窄
Electronic engineers research, design, and develop electronic systems such as circuits, semiconductor devices, and equipment that use electricity as a source of power. They work with capacitators, transistors, diodes or resistors to create electronic circuits and applications of use in fields such as telecommunications, acoustics, instruments, and control.
- computer hardware engineering technicianESCO 3114.1.2有重叠,但不相同
Computer hardware engineering technicians collaborate with computer hardware engineers in the development of computer hardware, such as motherboards, routers, and microprocessors. Computer hardware engineering technicians are responsible for building, testing, monitoring, and maintaining the developed computer technology.
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 |
|---|---|---|
| H1206 | Ingénieur / Ingénieure R&D en industrie | 本职业范围更窄暂定 |
| H1209 | Technicien / Technicienne en électricité et électronique études et développement | 相关,但不对应暂定 |
| M1892 | Ingénieur / Ingénieure en informatique embarquée | 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 |
|---|---|---|
| 2442 | Ingenieros electrónicos | 本职业范围更窄 |
| 2472 | Ingenieros técnicos en electrónica | 相关,但不对应 |
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 |
|---|---|---|
| 26304 | Berufe in der Elektrotechnik (ohne Spezialisierung) - hoch komplexe Tätigkeiten | 本职业范围更窄暂定 |
| 43124 | Berufe in der technischen Informatik - hoch komplexe Tätigkeiten | 本职业范围更窄暂定 |
| 26324 | Berufe in der Mikrosystemtechnik - hoch komplexe Tätigkeiten | 相关,但不对应 |
| 43123 | Berufe in der technischen Informatik - komplexe Spezialistentätigkeiten | 相关,但不对应暂定 |
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 |
|---|---|---|
| 072 | 電気・電子・電気通信技術者(通信ネットワーク技術者を除く)(開発) | 本职业范围更窄暂定 |
| 082 | 電気・電子・電気通信技術者(通信ネットワーク技術者を除く)(開発を除く) | 相关,但不对应暂定 |
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