Pesticide Handlers, Sprayers, and Applicators, Vegetation

Building and Grounds Cleaning and Maintenance Occupations
O*NET-SOC 代码
37-3012.00

Mix or apply pesticides, herbicides, fungicides, or insecticides through sprays, dusts, vapors, soil incorporation, or chemical application on trees, shrubs, lawns, or crops. Usually requires specific training and state or federal certification.

  • 数据来源: BLS发布时间: 2026-08

    低· 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

    来源数据集（XLSX 文件下载）

  • 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

    观测暴露度指数，按发布原值0–1

    以O*NET任务映射为基准

    按 SOC 2018 职业发布的数值；具有相同 SOC 2018 代码的所有 O*NET 职业均显示此值

    来源数据集（CSV 文件下载）

  • 数据来源: ILO发布时间: 2025

    0.13

    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

    来源数据集（PDF 文件下载）

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 10 项 · β ≥ 0.5 的任务 1 项（10.0%）

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

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.

Task (O*NET 27.2)βE1 + 0.5 × E2
Identify lawn or plant diseases to determine the appropriate course of treatment.

O*NET Task ID 20762

0.5
Fill sprayer tanks with water and chemicals, according to formulas.

O*NET Task ID 11227

0.0
Mix pesticides, herbicides, or fungicides for application to trees, shrubs, lawns, or botanical crops.

O*NET Task ID 11228

0.0
Cover areas to specified depths with pesticides, applying knowledge of weather conditions, droplet sizes, elevation-to-distance ratios, and obstructions.

O*NET Task ID 11229

0.0
Lift, push, and swing nozzles, hoses, and tubes to direct spray over designated areas.

O*NET Task ID 11230

0.0
Start motors and engage machinery, such as sprayer agitators or pumps or portable spray equipment.

O*NET Task ID 11231

0.0
Connect hoses and nozzles selected according to terrain, distribution pattern requirements, types of infestations, and velocities.

O*NET Task ID 11232

0.0
Clean or service machinery to ensure operating efficiency, using water, gasoline, lubricants, or hand tools.

O*NET Task ID 11233

0.0
Provide driving instructions to truck drivers to ensure complete coverage of designated areas, using hand and horn signals.

O*NET Task ID 11234

0.0
Plant grass with seed spreaders, and operate straw blowers to cover seeded areas with mixtures of asphalt and straw.

O*NET Task ID 11235

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®, Eloundou et al. (2023): see full notices on the Credits page

O*NET 31.0 全部任务（12 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
Fill sprayer tanks with water and chemicals, according to formulas.核心
Mix pesticides, herbicides, or fungicides for application to trees, shrubs, lawns, or botanical crops.核心
Cover areas to specified depths with pesticides, applying knowledge of weather conditions, droplet sizes, elevation-to-distance ratios, and obstructions.核心
Lift, push, and swing nozzles, hoses, and tubes to direct spray over designated areas.核心
Start motors and engage machinery, such as sprayer agitators or pumps or portable spray equipment.核心
Connect hoses and nozzles selected according to terrain, distribution pattern requirements, types of infestations, and velocities.核心
Clean or service machinery to ensure operating efficiency, using water, gasoline, lubricants, or hand tools.核心
Record information about pesticide applications, such as the type used and amount applied.核心
Establish driving routes for pesticide applications.核心
Provide driving instructions to truck drivers to ensure complete coverage of designated areas, using hand and horn signals.补充
Plant grass with seed spreaders, and operate straw blowers to cover seeded areas with mixtures of asphalt and straw.补充
Identify lawn or plant diseases to determine the appropriate course of treatment.补充

职业信息

就业展望（BLS）

就业人数，2025
26K
预计就业人数，2035
27K
变化 (2025–35)
+3.9%
年薪中位数，2025
$46,340
入职通常所需学历
High school diploma or equivalent
最低 $30,890BLS EP 2025–35 中 825 个细分职业的工资中位数范围最高 $559,030

来源: U.S. Bureau of Labor Statistics, Employment Projections 2025–35 — Employment by detailed occupation, 2025 and projected 2035

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
79920방역원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 7544Fumigators and Other Pest and Weed Controllers

    熏蒸消毒工及其他病虫害和杂草防治人员

自行翻译

自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。

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。

Fumigators and other pest and weed controllers use chemicals to remove harmful insects, small animals, wild plants and other unwanted organisms, to prevent damage to crops and to buildings and other structures and their surroundings, and to prevent health risks.

任务

  • (a) operating and monitoring equipment for spraying pests and weeds;
  • (b) mixing chemicals according to instructions;
  • (c) covering areas to specified depths with pesticides, applying knowledge of weather conditions, droplet sizes, elevation-to-distance ratios, and obstructions;
  • (d) spraying or releasing chemical solutions or toxic gases and setting traps to kill pests and vermin, such as mice, termites and roaches;
  • (e) lifting, pushing and swinging nozzles, hoses and tubes in order to direct spray over designated areas;
  • (f) filling sprayer tanks with water and chemicals;
  • (g) cleaning and servicing machinery to ensure operating efficiency.

职业示例

Fumigator · Pest controller · Weed controller

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。

  • pesticides sprayerESCO 7544.1.1范围相同

    Pesticides sprayers mix pesticides, insecticides, fungicides, and other chemical solutions, and apply them via technical equipment such as sprayers on trees, plants and lawns. They clean and maintain operating machinery and ensure the overall safety in designated areas.

  • pest management workerESCO 7544.1有重叠，但不相同

    Pest management workers identify, eliminate and repel pests by applying specific chemical solutions, setting traps and other equipment to control pests such as rats, mice and cockroaches. They apply pesticides and clean and remove pests after extermination. Their tasks might include elimination of fungi, moisture or insects. They inform and advise clients, residents and facility owners on after care and preventive methods to keep away pests.

来源: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

许可: CC BY 4.0 (EU Reuse Notice)

查看原文

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
A1101Conducteur / Conductrice d'engins agricoles相关，但不对应
A1203Agent / Agente d'entretien des espaces verts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
7894Fumigadores y otros controladores de plagas y malas hierbas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
11182Berufe in der Landwirtschaft (sonstige spezifische Tätigkeitsangabe) - fachlich ausgerichtete Tätigkeiten相关，但不对应

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
461農耕従事者相关，但不对应暂定
463植木職，造園師相关，但不对应暂定
479その他の林業従事者相关，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