Farm and Home Management Educators
Educational Instruction and Library Occupations- O*NET-SOC 代码
- 25-9021.00
Instruct and advise individuals and families engaged in agriculture, agricultural-related processes, or home management activities. Demonstrate procedures and apply research findings to advance agricultural and home management activities. May develop educational outreach programs. May instruct on either agricultural issues such as agricultural processes and techniques, pest management, and food safety, or on home management issues such as budgeting, nutrition, and child development.
- 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
0.29
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 15 项 · β ≥ 0.5 的任务 10 项（66.7%）
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 25-9021.00 Farm and Home Management Advisors 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 % |
|---|---|---|
Advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning.25-9021.00 | 0.008627.1 | 0.003141.1 |
Prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes.25-9021.00 | 0.005517.4 | 0.002026.0 |
Provide direct assistance to farmers by performing activities such as purchasing or selling products and supplies, supervising properties, and collecting soil and herbage samples for testing.25-9021.00 | 0.004614.5 | 0.002532.9 |
Maintain records of services provided and the effects of advice given.25-9021.00 | 0.003711.7 | —0 |
Research information requested by farmers.25-9021.00 | 0.003410.7 | —0 |
Collaborate with social service and health care professionals to advise individuals and families on home management practices such as budget planning, meal preparation, and time management.25-9021.00 | 0.00319.8 | —0 |
Conduct classes or deliver lectures on subjects such as nutrition, home management, and farming techniques.25-9021.00 | 0.00288.8 | —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. | ||
Collaborate with producers to diagnose and prevent management and production problems. | —0 | —0 |
Collect and evaluate data to determine community program needs. | —0 | —0 |
Schedule and make regular visits to farmers. | —0 | —0 |
Organize, advise, and participate in community activities and organizations such as county and state fair events and 4-H Clubs. | —0 | —0 |
Conduct field demonstrations of new products, techniques, or services. | —0 | —0 |
Conduct agricultural research, analyze data, and prepare research reports. | —0 | —0 |
Act as an advocate for farmers or farmers' groups. | —0 | —0 |
Set and monitor production targets. | —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 |
|---|---|
Maintain records of services provided and the effects of advice given.O*NET Task ID 10980 | 1.0 |
Collaborate with producers to diagnose and prevent management and production problems.O*NET Task ID 10974 | 0.5 |
Conduct classes or deliver lectures on subjects such as nutrition, home management, and farming techniques.O*NET Task ID 10975 | 0.5 |
Research information requested by farmers.O*NET Task ID 10977 | 0.5 |
Prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes.O*NET Task ID 10978 | 0.5 |
Collect and evaluate data to determine community program needs.O*NET Task ID 10979 | 0.5 |
Collaborate with social service and health care professionals to advise individuals and families on home management practices, such as budget planning, meal preparation, and time management.O*NET Task ID 10983 | 0.5 |
Conduct agricultural research, analyze data, and prepare research reports.O*NET Task ID 10985 | 0.5 |
Act as an advocate for farmers or farmers' groups.O*NET Task ID 10986 | 0.5 |
Set and monitor production targets.O*NET Task ID 10988 | 0.5 |
Advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning.O*NET Task ID 10976 | 0.0 |
Schedule and make regular visits to farmers.O*NET Task ID 10981 | 0.0 |
Organize, advise, and participate in community activities and organizations, such as county and state fair events and 4-H Clubs.O*NET Task ID 10982 | 0.0 |
Conduct field demonstrations of new products, techniques, or services.O*NET Task ID 10984 | 0.0 |
Provide direct assistance to farmers by performing activities such as purchasing or selling products and supplies, supervising properties, and collecting soil and herbage samples for testing.O*NET Task ID 10987 | 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（15 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 |
|---|---|
| Collaborate with producers to diagnose and prevent management and production problems. | 核心 |
| Conduct classes or deliver lectures on subjects such as nutrition, home management, and farming techniques. | 核心 |
| Advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning. | 核心 |
| Research information requested by farmers. | 核心 |
| Prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes. | 核心 |
| Collect and evaluate data to determine community program needs. | 核心 |
| Maintain records of services provided and the effects of advice given. | 核心 |
| Schedule and make regular visits to farmers. | 核心 |
| Organize, advise, and participate in community activities and organizations, such as county and state fair events and 4-H Clubs. | 核心 |
| Conduct field demonstrations of new products, techniques, or services. | 核心 |
| Conduct agricultural research, analyze data, and prepare research reports. | 核心 |
| Act as an advocate for farmers or farmers' groups. | 核心 |
| Collaborate with social service and health care professionals to advise individuals and families on home management practices, such as budget planning, meal preparation, and time management. | 补充 |
| Provide direct assistance to farmers by performing activities such as purchasing or selling products and supplies, supervising properties, and collecting soil and herbage samples for testing. | 补充 |
| Set and monitor production targets. | 补充 |
0.08/ 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 |
|---|---|
| Advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning. | E0 机器人不可 |
| Schedule and make regular visits to farmers. | E0 机器人不可 |
| Conduct field demonstrations of new products, techniques, or services. | E0 机器人不可 |
| Provide direct assistance to farmers by performing activities such as purchasing or selling products and supplies, supervising properties, and collecting soil and herbage samples for testing. | E3 非结构化环境 |
职业信息
就业展望（BLS）
- 就业人数，2025
- 10K
- 预计就业人数，2035
- 9K
- 变化 (2025–35)
- -3.2%
- 年薪中位数，2025
- $60,220
- 入职通常所需学历
- Master'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 |
|---|---|---|---|
| 26499 | 그 외 문리‧기술 및 예능 강사 | 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 2132Farming, Forestry and Fisheries Advisers
农业、林业和渔业顾问
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。
Farming, forestry and fisheries advisers study and provide assistance and advice on farm, forestry and fisheries management, including cultivation, fertilization, harvesting, soil erosion and composition, disease prevention, nutrition, crop rotation and marketing. They develop techniques for increasing productivity, and study and develop plans and policies for land and fisheries management.
任务
- (a) collecting and analysing data and samples related to produce, feed, soil, water quality and other factors affecting farm, forest or fishery production;
- (b) advising on techniques for improving the production of crops, livestock and fish, and alternative production options;
- (c) advising on livestock and crop disease, control of pests and weeds, soil improvement, animal husbandry and feeding programmes;
- (d) studying the environmental factors affecting commercial crop production, pasture growth, animal breeding, fish stocks and the growth and health of forest trees;
- (e) studying the effects of cultivation techniques, soils, insects, diseases and fisheries practices on animal, crop, forestry and fisheries yield;
- (f) studying fish migration, growth, feeding and spawning and devising methods of collecting, fertilizing, incubating and hatching fish eggs;
- (g) researching into characteristics, use capability and productivity of soils and applying findings to development of improved agricultural, horticultural and forestry practices;
- (h) developing procedures and techniques for solving agricultural problems and improving the efficiency of production;
- (i) managing forest and fisheries resources to maximize their long-term commercial, recreational and environmental benefits;
- (j) studying the propagation and culture of forest trees, methods for improving the growth of stock, and the effects of thinning on forest yields;
- (k) investigating, planning and implementing management procedures to cope with the effects of fires, floods, droughts, soil erosion, pests and diseases;
- (l) preparing scientific reports and conducting advisory information sessions and lectures for farming, forestry and fishing communities and other groups.
职业示例
Agronomist · Fisheries adviser · Forestry adviser · Forestry scientist · Horticultural scientist · Silviculturist · Soil scientist
Sources: ILO ISCO-08 — details: Credits
ESCO 职业词汇
ISCO-08 2132
- fisheries adviserESCO 2132.4
Fisheries advisers provide consultancy on fish stocks and their habitats. They manage the costal fishing business modernisation and provide improvement solutions. Fisheries advisers develop plans and policies for fisheries management. They may provide advice on protected farms and wild fish stock.
- aquaculture recirculation managerESCO 2132.3
Aquaculture recirculation managers control the production of aquatic organisms in land-based recirculation systems, manage water re-use processes and supervise complex circulation, aeration and biofilter systems.
- agricultural scientistESCO 2132.1
Agricultural scientists research and study soil, animals and plants with the objective of improving agricultural processes, the quality of agricultural products or the impact of agricultural processes on the environment. They plan and implement projects such as development projects on behalf of clients or institutions.
- agronomistESCO 2132.2
Agronomists provide consulting services to companies, agricultural cooperatives, agronomical crop growers and horticultural crop growers on the cultivation of food crops. They study the science, technology and business related to growing plants. They examine crops and perform experiments in order to improve crop yields and farms' production. Agronomists also examine the most effective ways to harvest and cultivate plants.
- livestock advisorESCO 2132.6
Livestock advisors provide complex specialist advice to farmers and livestock breeders to ensure that their business and production is optimised.
- forestry adviserESCO 2132.5
Forestry advisers provide services and advice on economic and environmental issues in compliance with laws and regulations.
这些是 ESCO 归入上方所关联 ISCO-08 职业组之下的 ESCO 职业；它们并未与本职业逐项对应。
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 |
|---|---|---|
| A1304 | Conseiller / Conseillère technique agricole | 有重叠，但不相同暂定 |
| I1328 | Conseiller / Conseillère en hydraulique agricole | 相关，但不对应 |
| K1225 | Conseiller / Conseillère en économie sociale et familiale (CESF) | 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 |
|---|---|---|
| 2422 | Ingenieros agrónomos | 相关，但不对应 |
| 2824 | Profesionales del trabajo y la educación social | 相关，但不对应 |
| 3142 | Técnicos agropecuarios | 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 |
|---|---|---|
| 11103 | Berufe in der Landwirtschaft (ohne Spezialisierung) - komplexe Spezialistentätigkeiten | 有重叠，但不相同 |
| 11124 | Landwirtschaftliche Sachverständige - hoch komplexe Tätigkeiten | 相关，但不对应 |
| 83223 | Berufe in der Verbraucherberatung - komplexe Spezialistentätigkeiten | 相关，但不对应 |
| 11213 | Berufe in der Nutztierhaltung (außer Geflügelhaltung) - komplexe Spezialistentätigkeiten | 相关，但不对应暂定 |
| 11223 | Berufe in der Geflügelhaltung - komplexe Spezialistentätigkeiten | 相关，但不对应暂定 |
| 11233 | Berufe in der Imkerei - komplexe Spezialistentätigkeiten | 相关，但不对应暂定 |
| 11424 | Berufe in der Fischerei - hoch komplexe Tätigkeiten | 相关，但不对应暂定 |
| 11604 | Berufe im Weinbau - hoch komplexe Tätigkeiten | 相关，但不对应暂定 |
| 12103 | Berufe im Gartenbau (ohne Spezialisierung) - komplexe Spezialistentätigkeiten | 相关，但不对应暂定 |
| 12113 | Berufe im Obst- und Gemüsebau - 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 |
|---|---|---|
| 061 | 農林水産技術者 | 相关，但不对应暂定 |
| 249 | 他に分類されない専門的職業従事者 | 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