Soil and Plant Scientists
Life, Physical, and Social Science Occupations- O*NET-SOC 代码
- 19-1013.00
Conduct research in breeding, physiology, production, yield, and management of crops and agricultural plants or trees, shrubs, and nursery stock, their growth in soils, and control of pests; or study the chemical, physical, biological, and mineralogical composition of soils as they relate to plant or crop growth. May classify and map soils and investigate effects of alternative practices on soil and crop productivity.
职业名称和任务陈述按其发布时的英文原文显示。标签（包括任务类型）为译文。
AI暴露度
- 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
0.051
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
0.29–0.40· ISCO-08 职业组 2 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 2131Biologists, Botanists, Zoologists and Related Professionals0.40
- ISCO-08 2132Farming, Forestry and Fisheries Advisers0.29
AI 暴露度（OpenAI 评分标准）
已评分任务 27 项 · β ≥ 0.5 的任务 26 项（96.3%）
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
任务
来自 O*NET® 31.0 Database 的任务陈述，核心任务在前。
| 任务 | 类型 | β（OpenAI） |
|---|---|---|
| Communicate research or project results to other professionals or the public or teach related courses, seminars, or workshops. | 核心 | 0.5 |
| Provide information or recommendations to farmers or other landowners regarding ways in which they can best use land, promote plant growth, or avoid or correct problems such as erosion. | 核心 | 0.5 |
| Investigate responses of soils to specific management practices to determine the use capabilities of soils and the effects of alternative practices on soil productivity. | 核心 | 0.5 |
| Develop methods of conserving or managing soil that can be applied by farmers or forestry companies. | 核心 | 0.5 |
| Conduct experiments to develop new or improved varieties of field crops, focusing on characteristics such as yield, quality, disease resistance, nutritional value, or adaptation to specific soils or climates. | 核心 | 0.5 |
| Investigate soil problems or poor water quality to determine sources and effects. | 核心 | 0.5 |
| Study soil characteristics to classify soils on the basis of factors such as geographic location, landscape position, or soil properties. | 核心 | 0.5 |
| Develop improved measurement techniques, soil conservation methods, soil sampling devices, or related technology. | 核心 | 0.5 |
| Conduct experiments investigating how soil forms, changes, or interacts with land-based ecosystems or living organisms. | 核心 | 0.5 |
| Identify degraded or contaminated soils and develop plans to improve their chemical, biological, or physical characteristics. | 核心 | 0.5 |
| Perform chemical analyses of the microorganism content of soils to determine microbial reactions or chemical mineralogical relationships to plant growth. | 核心 | 0.5 |
| Provide advice regarding the development of regulatory standards for land reclamation or soil conservation. | 核心 | 0.5 |
| Develop new or improved methods or products for controlling or eliminating weeds, crop diseases, or insect pests. | 核心 | 0.5 |
| Conduct research to determine best methods of planting, spraying, cultivating, harvesting, storing, processing, or transporting horticultural products. | 核心 | 0.5 |
| Consult with engineers or other technical personnel working on construction projects about the effects of soil problems and possible solutions to these problems. | 核心 | 0.5 |
| Develop ways of altering soils to suit different types of plants. | 核心 | 0.5 |
| Develop environmentally safe methods or products for controlling or eliminating weeds, crop diseases, or pests. | 核心 | 0.5 |
| Study ways to improve agricultural sustainability, such as the use of new methods of composting. | 核心 | 0.5 |
| Conduct experiments to investigate the underlying mechanisms of plant growth and response to the environment. | 核心 | 0.5 |
| Survey undisturbed or disturbed lands for classification, inventory, mapping, environmental impact assessments, environmental protection planning, conservation planning, or reclamation planning. | 补充 | 0.5 |
| Study insect distribution or habitat and recommend methods to prevent importation or spread of injurious species. | 补充 | 0.5 |
| Identify or classify species of insects or allied forms, such as mites or spiders. | 补充 | 0.5 |
| Conduct experiments regarding causes of bee diseases or factors affecting yields of nectar or pollen. | 补充 | 0 |
| Conduct research into the use of plant species as green fuels or in the production of green fuels. | 补充 | 0.5 |
| Research technical requirements or environmental impacts of urban green spaces, such as green roof installations. | 补充 | 0.5 |
| Plan or supervise waste management programs for composting or farming. | 补充 | 0.5 |
| Plan or supervise land conservation or reclamation programs for industrial development projects. | 补充 | 0.5 |
职业信息
来源与署名
This page includes information from the O*NET® 31.0 Database (https://www.onetcenter.org/database.html) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/). O*NET® is a trademark of USDOL/ETA. AI Changing Work has modified all or some of this information: the O*NET-SOC code, title and task statements are reproduced in English without change; task-type labels are shown in the page's language and tasks are listed core first; any Korean occupation title shown on the Korean-language page is AI Changing Work's translation; any KSCO-8 unit groups linked to this occupation were paired with it by AI Changing Work's judgment, and the relation labels and statuses are AI Changing Work's additions. USDOL/ETA has not approved, endorsed, or tested these modifications.
Any AI exposure figures on this page are published by third parties, not by AI Changing Work, and none is part of the O*NET information. OpenAI publishes task-level scores (MIT License) for O*NET 27.2 task statements; each is shown next to the O*NET 31.0 task statement with the same task ID, whose wording can differ from the 27.2 statement that was scored. OpenAI also publishes occupation-level scores for O*NET-SOC codes in the same release, and any such score is shown on the O*NET occupation with the same code. Anthropic publishes an observed exposure index in the Anthropic Economic Index (CC-BY), and the U.S. Bureau of Labor Statistics publishes relative AI exposure categories (public domain); both are published per SOC code, and each value is shown on every O*NET occupation with that code. The International Labour Organization publishes a generative AI exposure index in ILO Working Paper 140 (CC BY 4.0) for ISCO-08 unit groups; AI Changing Work links those groups to O*NET occupations by applying the U.S. Bureau of Labor Statistics ISCO-08 to 2010 SOC and 2010 SOC to 2018 SOC crosswalks as published, without case-by-case selection, and these crosswalks match many groups only in part. Where several unit groups are linked, each group's published value is listed, and any summary shows only the lowest and highest of those values with the number of groups; no exposure figure is averaged or recalculated. Any employment figures are published by the U.S. Bureau of Labor Statistics for the SOC group containing this occupation. Each source is credited where its figures are shown.
O*NET OnLine: 19-1013.00 Soil and Plant Scientists
KSCO 코드·명칭: 한국표준직업분류(제8차 개정) — 통계청 고시 제2024-328호 (2024-07-01 고시, 2025-01-01 시행). 저작권법 제7조 제2호의 고시 항목이다. 명칭 표기(가운뎃점·띄어쓰기)는 해설서 2차 정오 반영판의 표기를 따랐으며, 고시 항목표와는 18개 명칭에서 가운뎃점 글리프나 띄어쓰기만 다르다. 통계청은 2025년 10월 국가데이터처로 개편되었다. 이 페이지의 KSCO 연결은 통계청·국가데이터처의 공식 연계표가 아니다.