Soil and Plant Scientists
Life, Physical, and Social Science Occupations- O*NET-SOC コード
- 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.
職業名とタスク記述は、公表された英語のまま表示します。ラベル（タスクの種類を含む）は翻訳しています。
AI露出度
- データ出典: BLS公表時点: 2026-08
非常に高い· 相対
低い4段階の相対区分非常に高い職業群単位の値
尺度・母数・出典
4段階の相対区分（低い / 中程度 / 高い / 非常に高い）
BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります
- データ出典: Anthropic公表時点: 2026-03
0.051
0.000ここに掲載された値の範囲0.745尺度・母数・出典
観測エクスポージャー指数、公開されたまま0–1
O*NETタスクへの対応づけが基準
SOC 2018の職業単位で公表された値で、同じSOC 2018コードを持つO*NET職業はすべてこの値になります
- データ出典: ILO公表時点: 2025
0.29–0.40· ISCO-08職業グループ2件
尺度・母数・出典
生成AI露出度指数、公開されたまま0–1
ISCO-08の細分類（4桁）単位で公表された値です。米国労働統計局（BLS）の公式対応表（ISCO-08→2010 SOC、2010 SOC→2018 SOC）を公表どおり適用してこの職業に結び付けており、対応は全部または一部です
この出典がどのような性格の値か
BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。
結び付けたISCO-08グループごとのILO値
- ISCO-08 2131Biologists, Botanists, Zoologists and Related Professionals0.40
- ISCO-08 2132Farming, Forestry and Fisheries Advisers0.29
AI 曝露度（OpenAI ルーブリック）
評価済みタスク 27 件 · β ≥ 0.5 のタスク 26 件（96.3%）
β = 直接的な露出（E1）+ 0.5 × ツール利用時の露出（E2）。原典リポジトリの定義に従います。
- 原典の単位：O*NET 27.2 のタスク → O*NET 31.0 の職業コード
- 評価済みタスクはすべて O*NET 31.0 のタスク一覧にあります。
- 出典
- OpenAI "GPTs are GPTs" exposure rubric
- 版
- gh-main-0471612
- ライセンス
- MIT License, Copyright (c) 2024 OpenAI
タスク
O*NET® 31.0 Database のタスク記述です。コアタスクを先に表示します。
| タスク | 種類 | β（OpenAI） |
|---|---|---|
| Communicate research or project results to other professionals or the public or teach related courses, seminars, or workshops. | コア | 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. | コア | 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. | コア | 0.5 |
| Develop methods of conserving or managing soil that can be applied by farmers or forestry companies. | コア | 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. | コア | 0.5 |
| Investigate soil problems or poor water quality to determine sources and effects. | コア | 0.5 |
| Study soil characteristics to classify soils on the basis of factors such as geographic location, landscape position, or soil properties. | コア | 0.5 |
| Develop improved measurement techniques, soil conservation methods, soil sampling devices, or related technology. | コア | 0.5 |
| Conduct experiments investigating how soil forms, changes, or interacts with land-based ecosystems or living organisms. | コア | 0.5 |
| Identify degraded or contaminated soils and develop plans to improve their chemical, biological, or physical characteristics. | コア | 0.5 |
| Perform chemical analyses of the microorganism content of soils to determine microbial reactions or chemical mineralogical relationships to plant growth. | コア | 0.5 |
| Provide advice regarding the development of regulatory standards for land reclamation or soil conservation. | コア | 0.5 |
| Develop new or improved methods or products for controlling or eliminating weeds, crop diseases, or insect pests. | コア | 0.5 |
| Conduct research to determine best methods of planting, spraying, cultivating, harvesting, storing, processing, or transporting horticultural products. | コア | 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. | コア | 0.5 |
| Develop ways of altering soils to suit different types of plants. | コア | 0.5 |
| Develop environmentally safe methods or products for controlling or eliminating weeds, crop diseases, or pests. | コア | 0.5 |
| Study ways to improve agricultural sustainability, such as the use of new methods of composting. | コア | 0.5 |
| Conduct experiments to investigate the underlying mechanisms of plant growth and response to the environment. | コア | 0.5 |
| Survey undisturbed or disturbed lands for classification, inventory, mapping, environmental impact assessments, environmental protection planning, conservation planning, or reclamation planning. | 補足 | 0.5 |
| Study insect distribution or habitat and recommend methods to prevent importation or spread of injurious species. | 補足 | 0.5 |
| Identify or classify species of insects or allied forms, such as mites or spiders. | 補足 | 0.5 |
| Conduct experiments regarding causes of bee diseases or factors affecting yields of nectar or pollen. | 補足 | 0 |
| Conduct research into the use of plant species as green fuels or in the production of green fuels. | 補足 | 0.5 |
| Research technical requirements or environmental impacts of urban green spaces, such as green roof installations. | 補足 | 0.5 |
| Plan or supervise waste management programs for composting or farming. | 補足 | 0.5 |
| Plan or supervise land conservation or reclamation programs for industrial development projects. | 補足 | 0.5 |
職業情報
出典と帰属表示
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.