Animal Breeders
Farming, Fishing, and Forestry Occupations- O*NET-SOC 代码
- 45-2021.00
Select and breed animals according to their genealogy, characteristics, and offspring. May require knowledge of artificial insemination techniques and equipment use. May involve keeping records on heats, birth intervals, or pedigree.
- 数据来源: BLS发布时间: 2026-08
中等· 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
0.17–0.22· ISCO-08 职业组 6 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 6121Livestock and Dairy Producers0.17
- ISCO-08 6122Poultry Producers0.19
- ISCO-08 6123Apiarists and Sericulturists0.22
- ISCO-08 6129Animal Producers Not Elsewhere Classified0.20
- ISCO-08 6130Mixed Crop and Animal Producers0.19
- ISCO-08 6221Aquaculture Workers0.22
Task-level exposure
仅显示有暴露的工作已评分任务 24 项 · β ≥ 0.5 的任务 5 项（20.8%）
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
- 已评分任务中有 3 项不在 O*NET 31.0 任务列表中，其分数按 O*NET 27.2 的发布值保留。
- 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 % |
|---|---|
Examine animals to detect symptoms of illness or injury.45-2021.00 | 0.0047100.0 |
| Not observed on any surface — 20 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. | |
Feed and water animals, and clean and disinfect pens, cages, yards, and hutches. | —0 |
Place vaccines in drinking water, inject vaccines, or dust air with vaccine powder to protect animals from diseases. | —0 |
Select animals to be bred, and semen specimens to be used, according to knowledge of animals, genealogies, traits, and desired offspring characteristics. | —0 |
Treat minor injuries and ailments and contact veterinarians to obtain treatment for animals with serious illnesses or injuries. | —0 |
Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary. | —0 |
Record animal characteristics such as weights, growth patterns, and diets. | —0 |
Exhibit animals at shows. | —0 |
Build hutches, pens, and fenced yards. | —0 |
Clip or shear hair on animals. | —0 |
Attach rubber collecting sheaths to genitals of tethered bull and stimulate animal's organ to induce ejaculation. | —0 |
Package and label semen to be used for artificial insemination, recording information such as the date, source, quality, and concentration. | —0 |
Prepare containers of semen for freezing and storage or shipment, placing them in dry ice or liquid nitrogen. | —0 |
Maintain logs of semen specimens used and animals bred. | —0 |
Arrange for sale of animals and eggs to hospitals, research centers, pet shops, and food processing plants. | —0 |
Measure specified amounts of semen into calibrated syringes, and insert syringes into inseminating guns. | —0 |
Inject prepared animal semen into female animals for breeding purposes, by inserting nozzle of syringe into vagina and depressing syringe plunger. | —0 |
Adjust controls to maintain specific building temperatures required for animals' health and safety. | —0 |
Examine semen microscopically to assess and record density and motility of gametes, and dilute semen with prescribed diluents, according to formulas. | —0 |
Brand, tattoo, or tag animals to allow animal identification. | —0 |
Perform procedures such as animal dehorning or castration. | —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 |
|---|---|
Record animal characteristics such as weights, growth patterns, and diets.O*NET Task ID 8238 | 1.0 |
Maintain logs of semen specimens used and animals bred.O*NET Task ID 8245 | 1.0 |
Examine animals to detect symptoms of illness or injury.O*NET Task ID 8233 | 0.5 |
Select animals to be bred, and semen specimens to be used, according to knowledge of animals, genealogies, traits, and desired offspring characteristics.O*NET Task ID 8235 | 0.5 |
Arrange for sale of animals and eggs to hospitals, research centers, pet shops, and food processing plants.O*NET Task ID 8246 | 0.5 |
Feed and water animals, and clean and disinfect pens, cages, yards, and hutches.O*NET Task ID 8232 | 0.0 |
Place vaccines in drinking water, inject vaccines, or dust air with vaccine powder to protect animals from diseases.O*NET Task ID 8234 | 0.0 |
Treat minor injuries and ailments and contact veterinarians to obtain treatment for animals with serious illnesses or injuries.O*NET Task ID 8236 | 0.0 |
Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary.O*NET Task ID 8237 | 0.0 |
Exhibit animals at shows.O*NET Task ID 8239 | 0.0 |
Build hutches, pens, and fenced yards.O*NET Task ID 8240 | 0.0 |
Clip or shear hair on animals.O*NET Task ID 8241 | 0.0 |
Attach rubber collecting sheaths to genitals of tethered bull and stimulate animal's organ to induce ejaculation.O*NET Task ID 8242 | 0.0 |
Package and label semen to be used for artificial insemination, recording information such as the date, source, quality, and concentration.O*NET Task ID 8243 | 0.0 |
Prepare containers of semen for freezing and storage or shipment, placing them in dry ice or liquid nitrogen.O*NET Task ID 8244 | 0.0 |
Measure specified amounts of semen into calibrated syringes, and insert syringes into inseminating guns.O*NET Task ID 8247 | 0.0 |
Inject prepared animal semen into female animals for breeding purposes, by inserting nozzle of syringe into vagina and depressing syringe plunger.O*NET Task ID 8248 | 0.0 |
Adjust controls to maintain specific building temperatures required for animals' health and safety.O*NET Task ID 8249 | 0.0 |
Examine semen microscopically to assess and record density and motility of gametes, and dilute semen with prescribed diluents, according to formulas.O*NET Task ID 8250 | 0.0 |
Brand, tattoo, or tag animals to allow animal identification.O*NET Task ID 8251 | 0.0 |
Perform procedures such as animal dehorning or castration.O*NET Task ID 8252 | 0.0 |
Purchase and stock supplies of feed and medicines.O*NET Task ID 21080 | 0.0 |
Bathe and groom animals.O*NET Task ID 21081 | 0.0 |
Exercise animals to keep them in healthy condition.O*NET Task ID 21082 | 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（21 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 |
|---|---|
| Feed and water animals, and clean and disinfect pens, cages, yards, and hutches. | 核心 |
| Examine animals to detect symptoms of illness or injury. | 核心 |
| Select animals to be bred, and semen specimens to be used, according to knowledge of animals, genealogies, traits, and desired offspring characteristics. | 核心 |
| Treat minor injuries and ailments and contact veterinarians to obtain treatment for animals with serious illnesses or injuries. | 核心 |
| Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary. | 核心 |
| Record animal characteristics such as weights, growth patterns, and diets. | 核心 |
| Build hutches, pens, and fenced yards. | 核心 |
| Brand, tattoo, or tag animals to allow animal identification. | 核心 |
| Purchase and stock supplies of feed and medicines. | 核心 |
| Place vaccines in drinking water, inject vaccines, or dust air with vaccine powder to protect animals from diseases. | 补充 |
| Exhibit animals at shows. | 补充 |
| Clip or shear hair on animals. | 补充 |
| Package and label semen to be used for artificial insemination, recording information such as the date, source, quality, and concentration. | 补充 |
| Maintain logs of semen specimens used and animals bred. | 补充 |
| Arrange for sale of animals and eggs to hospitals, research centers, pet shops, and food processing plants. | 补充 |
| Measure specified amounts of semen into calibrated syringes, and insert syringes into inseminating guns. | 补充 |
| Inject prepared animal semen into female animals for breeding purposes, by inserting nozzle of syringe into vagina and depressing syringe plunger. | 补充 |
| Adjust controls to maintain specific building temperatures required for animals' health and safety. | 补充 |
| Examine semen microscopically to assess and record density and motility of gametes, and dilute semen with prescribed diluents, according to formulas. | 补充 |
| Bathe and groom animals. | 补充 |
| Exercise animals to keep them in healthy condition. | 补充 |
0.93/ 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 |
|---|---|
| Feed and water animals, and clean and disinfect pens, cages, yards, and hutches. | E2 受管理的设施 |
| Examine animals to detect symptoms of illness or injury. | E0 机器人不可 |
| Treat minor injuries and ailments and contact veterinarians to obtain treatment for animals with serious illnesses or injuries. | E0 机器人不可 |
| Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary. | E0 机器人不可 |
| Record animal characteristics such as weights, growth patterns, and diets. | E2 受管理的设施 |
| Build hutches, pens, and fenced yards. | E0 机器人不可 |
| Brand, tattoo, or tag animals to allow animal identification. | E0 机器人不可 |
| Purchase and stock supplies of feed and medicines. | E2 受管理的设施 |
| Place vaccines in drinking water, inject vaccines, or dust air with vaccine powder to protect animals from diseases. | E0 机器人不可 |
| Exhibit animals at shows. | E0 机器人不可 |
| Clip or shear hair on animals. | E0 机器人不可 |
| Package and label semen to be used for artificial insemination, recording information such as the date, source, quality, and concentration. | E1 机器人专用设施 |
| Measure specified amounts of semen into calibrated syringes, and insert syringes into inseminating guns. | E1 机器人专用设施 |
| Inject prepared animal semen into female animals for breeding purposes, by inserting nozzle of syringe into vagina and depressing syringe plunger. | E0 机器人不可 |
| Adjust controls to maintain specific building temperatures required for animals' health and safety. | E2 受管理的设施 |
| Examine semen microscopically to assess and record density and motility of gametes, and dilute semen with prescribed diluents, according to formulas. | E1 机器人专用设施 |
| Bathe and groom animals. | E0 机器人不可 |
| Exercise animals to keep them in healthy condition. | E1 机器人专用设施 |
职业信息
就业展望（BLS）
- 就业人数，2025
- 7K
- 预计就业人数，2035
- 7K
- 变化 (2025–35)
- +3%
- 年薪中位数，2025
- $51,130
- 入职通常所需学历
- High school diploma or equivalent
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 |
|---|---|---|---|
| 61393 | 동물 부화원 | 相关，但不对应 | 已确认 |
| 61399 | 그 외 축산 및 사육 관련 종사원 | 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 6121Livestock and Dairy Producers
家畜和乳品生产人员
- ISCO-08 6122Poultry Producers
家禽生产人员
- ISCO-08 6123Apiarists and Sericulturists
养蜂和养蚕人员
- ISCO-08 6129Animal Producers Not Elsewhere Classified
其他未列明的动物养殖人员
- ISCO-08 6130Mixed Crop and Animal Producers
农牧混合生产人员
- ISCO-08 6221Aquaculture Workers
水产养殖工作人员
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。
- bee breederESCO 6123.1本职业范围更宽
Bee breeders oversee the production and day-to-day care of bees. They maintain the health and welfare of bees.
- cattle breederESCO 6121.1本职业范围更宽
Cattle breeders oversee the production and day-to-day care of cattle. They maintain the health and welfare of cattle.
- dog breederESCO 5164.6本职业范围更宽
Dog breeders oversee the production and day-to-day care of dogs. They maintain the health and welfare of dogs.
- fur animals breederESCO 6129.1本职业范围更宽
Fur animals breeders oversee the production and day-to-day care of fur animals. They maintain the health and welfare of fur animals.
- horse breederESCO 6121.3本职业范围更宽
Horse breeders oversee the production and day-to-day care of horses. They maintain the health and welfare of horses.
- pig breederESCO 6121.4本职业范围更宽
Pig breeders oversee the production and day-to-day care of pigs. They maintain the health and welfare of pigs.
- poultry breederESCO 6122.1本职业范围更宽
Poultry breeders oversee the production and day-to-day care of poultry. They maintain the health and welfare of poultry.
- sheep breederESCO 6121.5本职业范围更宽
Sheep breeders oversee the production and day-to-day care of sheep. They maintain the health and welfare of sheep.
- livestock workerESCO 9212.4有重叠，但不相同
Livestock workers maintain the health and welfare of animals. They oversee the breeding/production and day-to-day care such as feeding and watering of animals.
- shepherdESCO 6121.6有重叠，但不相同
Shepherds manage the welfare and movement of livestock, especially sheep, goats and other grazing animals, in a variety of surroundings.
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 |
|---|---|---|
| A1308 | Technicien / Technicienne de l'insémination animale | 本职业范围更宽 |
| A1309 | Technicien / Technicienne d'élevage équin | 本职业范围更宽 |
| A1435 | Eleveur / Eleveuse d'animaux de compagnie | 本职业范围更宽 |
| A1310 | Technicien / Technicienne de production animale | 相关，但不对应 |
| A1408 | Eleveur / Eleveuse d'animaux sauvages | 相关，但不对应 |
| A1439 | Eleveur / Eleveuse d'équidés | 相关，但不对应暂定 |
| A1442 | Eleveur / Eleveuse de lapins | 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 |
|---|---|---|
| 6209 | Trabajadores cualificados en actividades ganaderas no clasificados bajo otros epígrafes | 有重叠，但不相同暂定 |
| 3327 | Ayudantes de veterinaria | 相关，但不对应暂定 |
| 6201 | Trabajadores cualificados en actividades ganaderas de vacuno | 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 |
|---|---|---|
| 11282 | Berufe in der Tierwirtschaft (sonstige spezifische Tätigkeitsangabe) - fachlich ausgerichtete Tätigkeiten | 本职业范围更宽 |
| 81143 | Tiermedizinische Fachangestellte - komplexe Spezialistentätigkeiten | 本职业范围更宽 |
| 11312 | Berufe in der Pferdewirtschaft - Pferdezucht - fachlich ausgerichtete Tätigkeiten | 本职业范围更宽暂定 |
| 11212 | Berufe in der Nutztierhaltung (außer Geflügelhaltung) - fachlich ausgerichtete Tätigkeiten | 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 |
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 |
|---|---|---|
| 462 | 養畜従事者 | 本职业范围更窄暂定 |
| 061 | 農林水産技術者 | 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