Agricultural Engineers
Architecture and Engineering Occupations- O*NET-SOC 代码
- 17-2021.00
Apply knowledge of engineering technology and biological science to agricultural problems concerned with power and machinery, electrification, structures, soil and water conservation, and processing of agricultural products.
- 数据来源: BLS发布时间: 2026-08
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
0.000
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
0.32
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
显示隐藏的 12 项工作已评分任务 14 项 · β ≥ 0.5 的任务 11 项(78.6%)
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 % |
|---|---|
Conduct educational programs that provide farmers or farm cooperative members with information that can help them improve agricultural productivity.17-2021.00 | 0.008669.9 |
Prepare reports, sketches, working drawings, specifications, proposals, and budgets for proposed sites or systems.17-2021.00 | 0.003730.1 |
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 |
|---|---|
Design agricultural machinery components and equipment, using computer-aided design (CAD) technology.O*NET Task ID 5326 | 1.0 |
Design structures for crop storage, animal shelter and loading, and animal and crop processing, and supervise their construction.O*NET Task ID 5328 | 0.5 |
Provide advice on water quality and issues related to pollution management, river control, and ground and surface water resources.O*NET Task ID 5329 | 0.5 |
Conduct educational programs that provide farmers or farm cooperative members with information that can help them improve agricultural productivity.O*NET Task ID 5330 | 0.5 |
Discuss plans with clients, contractors, consultants, and other engineers so that they can be evaluated and necessary changes made.O*NET Task ID 5331 | 0.5 |
Supervise food processing or manufacturing plant operations.O*NET Task ID 5332 | 0.5 |
Design and supervise environmental and land reclamation projects in agriculture and related industries.O*NET Task ID 5333 | 0.5 |
Plan and direct construction of rural electric-power distribution systems, and irrigation, drainage, and flood control systems for soil and water conservation.O*NET Task ID 5334 | 0.5 |
Design food processing plants and related mechanical systems.O*NET Task ID 5335 | 0.5 |
Prepare reports, sketches, working drawings, specifications, proposals, and budgets for proposed sites or systems.O*NET Task ID 5336 | 0.5 |
Design sensing, measuring, and recording devices, and other instrumentation used to study plant or animal life.O*NET Task ID 5338 | 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(14 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 |
|---|---|
| Visit sites to observe environmental problems, to consult with contractors, or to monitor construction activities. | 核心 |
| Design agricultural machinery components and equipment, using computer-aided design (CAD) technology. | 核心 |
| Test agricultural machinery and equipment to ensure adequate performance. | 核心 |
| Design structures for crop storage, animal shelter and loading, and animal and crop processing, and supervise their construction. | 核心 |
| Provide advice on water quality and issues related to pollution management, river control, and ground and surface water resources. | 核心 |
| Conduct educational programs that provide farmers or farm cooperative members with information that can help them improve agricultural productivity. | 核心 |
| Discuss plans with clients, contractors, consultants, and other engineers so that they can be evaluated and necessary changes made. | 核心 |
| Design and supervise environmental and land reclamation projects in agriculture and related industries. | 核心 |
| Plan and direct construction of rural electric-power distribution systems, and irrigation, drainage, and flood control systems for soil and water conservation. | 核心 |
| Prepare reports, sketches, working drawings, specifications, proposals, and budgets for proposed sites or systems. | 核心 |
| Meet with clients, such as district or regional councils, farmers, and developers, to discuss their needs. | 核心 |
| Design sensing, measuring, and recording devices, and other instrumentation used to study plant or animal life. | 核心 |
| Supervise food processing or manufacturing plant operations. | 补充 |
| Design food processing plants and related mechanical systems. | 补充 |
0.30/ 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 |
|---|---|
| Visit sites to observe environmental problems, to consult with contractors, or to monitor construction activities. | E2 受管理的设施 |
| Test agricultural machinery and equipment to ensure adequate performance. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 2K
- 预计就业人数,2035
- 2K
- 变化 (2025–35)
- +6.9%
- 年薪中位数,2025
- $98,590
- 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 |
|---|---|---|---|
| 23515 | 산업기계공학 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 2144Mechanical Engineers
机械工程师
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。
Mechanical engineers conduct research; advise on, design and direct production of machines, aircraft, ships, machinery and industrial plant, equipment and systems; advise on and direct their functioning, maintenance and repair; or study and advise on mechanical aspects of particular materials, products or processes.
任务
- (a) advising on and designing machinery and tools for manufacturing, mining, construction, agricultural, and other industrial purposes;
- (b) advising on and designing steam, internal combustion and other non-electric motors and engines used for propulsion of railway locomotives, road vehicles or aircraft, or for driving industrial or other machinery;
- (c) advising on and designing: hulls, superstructures and propulsion systems of ships; mechanical plant and equipment for the release, control and utilization of energy; heating, ventilation and refrigeration systems, steering gear, pumps and other mechanical equipment;
- (d) advising on and designing airframes, undercarriages and other equipment for aircraft as well as suspension systems, brakes, vehicle bodies and other components of road vehicles;
- (e) advising on and designing non-electrical parts of apparatus or products such as word processors, computers, precision instruments, cameras and projectors;
- (f) establishing control standards and procedures to ensure efficient functioning and safety of machines, machinery, tools, motors, engines, industrial plant, equipment, or systems;
- (g) ensuring that equipment, operation and maintenance comply with design specifications and safety standards.
职业示例
Aeronautical engineer · Engine designer · Marine architect · Marine engineer · Mechanical 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。
- agricultural engineerESCO 2144.1.2范围相同
Agricultural engineers intervene in a variety of matters within the agriculture field in combination with engineering concepts. They design and develop machinery and equipment for an efficient and sustainable exploitation of the land. They advise on the use of resources in agricultural sites comprising the usage of water and soil, harvesting methods, and waste management.
- agricultural equipment design engineerESCO 2144.1.2.1本职业范围更宽
Agricultural equipment design engineers apply knowledge of engineering and biological science to solve various agricultural problems such as soil and water conservation and the processing of agricultural products. They design agricultural structures, machinery, equipment and processes.
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 |
|---|---|---|
| A1303 | Ingénieur / Ingénieure d'études et de recherche agricoles | 相关,但不对应 |
| H1206 | Ingénieur / Ingénieure R&D en industrie | 相关,但不对应 |
| I1328 | Conseiller / Conseillère en hydraulique agricole | 相关,但不对应 |
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 |
|---|---|---|
| 2422 | Ingenieros agrónomos | 相关,但不对应暂定 |
| 2432 | Ingenieros en construcción y obra civil | 相关,但不对应暂定 |
| 2433 | Ingenieros mecánicos | 相关,但不对应暂定 |
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 |
|---|---|---|
| 25224 | Berufe in der Land- und Baumaschinentechnik - hoch komplexe Tätigkeiten | 有重叠,但不相同 |
| 11114 | Berufe in der Landtechnik - hoch komplexe Tätigkeiten | 相关,但不对应 |
| 32264 | Berufe im Kultur- und Wasserbau - hoch komplexe Tätigkeiten | 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 |
|---|---|---|
| 061 | 農林水産技術者 | 相关,但不对应暂定 |
| 073 | 機械技術者(開発) | 相关,但不对应暂定 |
| 092 | 土木技術者 | 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