Conservation Scientists

Life, Physical, and Social Science Occupations
O*NET-SOC コード
19-1031.00

Manage, improve, and protect natural resources to maximize their use without damaging the environment. May conduct soil surveys and develop plans to eliminate soil erosion or to protect rangelands. May instruct farmers, agricultural production managers, or ranchers in best ways to use crop rotation, contour plowing, or terracing to conserve soil and water; in the number and kind of livestock and forage plants best suited to particular ranges; and in range and farm improvements, such as fencing and reservoirs for stock watering.

  • データ出典: BLS公表時点: 2026-08

    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

    出典データセット（XLSX ファイルのダウンロード）

  • データ出典: Anthropic公表時点: 2026-03

    0.000

    0.000ここに掲載された値の範囲0.745

    職業群単位の値

    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

    出典データセット（CSV ファイルのダウンロード）

  • データ出典: ILO公表時点: 2025

    0.38

    0.09ここに掲載された値の範囲0.70

    職業群単位の値

    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

    出典データセット（PDF ファイルのダウンロード）

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。

Task-level exposure

露出のある作業のみ

評価済みタスク 30 件 · β ≥ 0.5 のタスク 26 件（86.7%）

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

O*NET-SOC 2010 の職業 19-1031.01 Soil and Water Conservationists の作業です。当サイトが O*NET-SOC 2010→2019 公式クロスウォークによりこの職業に結び付けました

Task (O*NET 20.1)Claude.aiRaw / share %APIRaw / share %
Identify or recommend integrated weed and pest management (IPM) strategies, such as resistant plants, cultural or behavioral controls, soil amendments, insects, natural enemies, barriers, or pesticides.

19-1031.01

0.007566.4—0
Review grant applications or make funding recommendations.

19-1031.01

0.003833.60.0026100.0
Not observed on any surface — 31 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.
Develop or maintain working relationships with local government staff or board members.
—0—0
Apply principles of specialized fields of science, such as agronomy, soil science, forestry, or agriculture, to achieve conservation objectives.
—0—0
Monitor projects during or after construction to ensure projects conform to design specifications.
—0—0
Revisit land users to view implemented land use practices or plans.
—0—0
Coordinate or implement technical, financial, or administrative assistance programs for local government units to ensure efficient program implementation or timely responses to requests for assistance.
—0—0
Analyze results of investigations to determine measures needed to maintain or restore proper soil management.
—0—0
Compute cost estimates of different conservation practices, based on needs of land users, maintenance requirements, or life expectancy of practices.
—0—0
Provide information, knowledge, expertise, or training to government agencies at all levels to solve water or soil management problems or to assure coordination of resource protection activities.
—0—0
Respond to complaints or questions on wetland jurisdiction, providing information or clarification.
—0—0
Review proposed wetland restoration easements or provide technical recommendations.
—0—0
Conduct fact-finding or mediation sessions among government units, landowners, or other agencies to resolve disputes.
—0—0
Implement soil or water management techniques, such as nutrient management, erosion control, buffers, or filter strips, in accordance with conservation plans.
—0—0
Compute design specifications for implementation of conservation practices, using survey or field information technical guides or engineering manuals.
—0—0
Advise land users, such as farmers or ranchers, on plans, problems, or alternative conservation solutions.
—0—0
Gather information from geographic information systems (GIS) databases or applications to formulate land use recommendations.
—0—0
Visit areas affected by erosion problems to identify causes or determine solutions.
—0—0
Develop, conduct, or participate in surveys, studies, or investigations of various land uses to inform corrective action plans.
—0—0
Participate on work teams to plan, develop, or implement programs or policies for improving environmental habitats, wetlands, or groundwater or soil resources.
—0—0
Plan soil management or conservation practices, such as crop rotation, reforestation, permanent vegetation, contour plowing, or terracing, to maintain soil or conserve water.
—0—0
Survey property to mark locations or measurements, using surveying instruments.
—0—0
Initiate, schedule, or conduct annual audits or compliance checks of program implementation by local government.
—0—0
Manage field offices or involve staff in cooperative ventures.
—0—0
Review or approve amendments to comprehensive local water plans or conservation district plans.
—0—0
Review annual reports of counties, conservation districts, or watershed management organizations, certifying compliance with mandated reporting requirements.
—0—0
Provide access to programs or training to assist in completion of government groundwater protection plans.
—0—0
Calculate or compare efficiencies associated with changing from low-precision irrigation technologies, such as furrow irrigation, to high-precision technologies, such as computer-controlled systems.
—0—0
Enter local soil, water, or other environmental data into adaptive or web-based decision tools to identify appropriate analyses or techniques.
—0—0
Evaluate or recommend geographic information systems (GIS) applications to address issues such as surface water quality, groundwater quality, ecological risk assessments, air quality, or environmental contamination.
—0—0
Compile or interpret biodata to determine extent or type of wetlands or to aid in program formulation.
—0—0
Develop water conservation or harvest plans, using weather information systems, irrigation information management systems, or other sources of daily evapotranspiration (ET) data.
—0—0
Develop or conduct environmental studies, such as plant material field trials or wildlife habitat impact studies.
—0—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

O*NET 31.0 のタスク全件（30件）

この職業の O*NET 31.0 のタスク全件（英語原文、種別はコア・補足）。露出値はこの一覧には載せず、上の表で各出典が用いた O*NET 版の文言の横にあります。

タスク（O*NET 31.0）種類
Implement soil or water management techniques, such as nutrient management, erosion control, buffers, or filter strips, in accordance with conservation plans.コア
Advise land users, such as farmers or ranchers, on plans, problems, or alternative conservation solutions.コア
Monitor projects during or after construction to ensure projects conform to design specifications.コア
Visit areas affected by erosion problems to identify causes or determine solutions.コア
Develop or maintain working relationships with local government staff or board members.コア
Apply principles of specialized fields of science, such as agronomy, soil science, forestry, or agriculture, to achieve conservation objectives.コア
Gather information from geographic information systems (GIS) databases or applications to formulate land use recommendations.コア
Compute design specifications for implementation of conservation practices, using survey or field information, technical guides or engineering manuals.コア
Participate on work teams to plan, develop, or implement programs or policies for improving environmental habitats, wetlands, or groundwater or soil resources.コア
Conduct fact-finding or mediation sessions among government units, landowners, or other agencies to resolve disputes.コア
Revisit land users to view implemented land use practices or plans.コア
Respond to complaints or questions on wetland jurisdiction, providing information or clarification.コア
Compute cost estimates of different conservation practices, based on needs of land users, maintenance requirements, or life expectancy of practices.コア
Provide information, knowledge, expertise, or training to government agencies at all levels to solve water or soil management problems or to assure coordination of resource protection activities.コア
Analyze results of investigations to determine measures needed to maintain or restore proper soil management.コア
Coordinate or implement technical, financial, or administrative assistance programs for local government units to ensure efficient program implementation or timely responses to requests for assistance.コア
Identify or recommend integrated weed and pest management (IPM) strategies, such as resistant plants, cultural or behavioral controls, soil amendments, insects, natural enemies, barriers, or pesticides.コア
Review proposed wetland restoration easements or provide technical recommendations.コア
Develop, conduct, or participate in surveys, studies, or investigations of various land uses to inform corrective action plans.コア
Manage field offices or involve staff in cooperative ventures.コア
Plan soil management or conservation practices, such as crop rotation, reforestation, permanent vegetation, contour plowing, or terracing, to maintain soil or conserve water.コア
Initiate, schedule, or conduct annual audits or compliance checks of program implementation by local government.コア
Review or approve amendments to comprehensive local water plans or conservation district plans.コア
Develop or conduct environmental studies, such as plant material field trials or wildlife habitat impact studies.コア
Enter local soil, water, or other environmental data into adaptive or Web-based decision tools to identify appropriate analyses or techniques.コア
Compile or interpret biodata to determine extent or type of wetlands or to aid in program formulation.コア
Review annual reports of counties, conservation districts, or watershed management organizations, certifying compliance with mandated reporting requirements.コア
Review grant applications or make funding recommendations.コア
Develop soil maps.コア
Develop water conservation or harvest plans, using weather information systems, irrigation information management systems, or other sources of daily evapotranspiration (ET) data.補足

職業情報

雇用見通し（BLS）

この O*NET 職業だけの値ではなく、SOC 19-1031 グループ（Conservation scientists）全体の値です。

雇用者数、2025
28K
雇用者数見通し、2035
29K
変化率 (2025–35)
+5.3%
年間賃金の中央値、2025
$73,010
入職時に通常必要な学歴
Bachelor's degree
最低 $30,890BLS EP 2025–35 の詳細職業825件の賃金中央値の範囲最高 $559,030

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

韓国職業分類との対応（KSCO）

AI Changing Work が作成した Korea Occupation Direct Crosswalk v1.1 現行版の対応です。関係の値は O*NET-SOC 職業の側から読みます。

KSCO コードKSCO 名称関係状態
21115임학 연구원重なるが同じではない確定

関係と状態の定義(kr-direct v1.1)

ILO（国際労働機関）の職業説明

以下のISCO-08職業群は、AI Changing Workが米国労働統計局（BLS）の発行するクロスウォーク（2018 SOC→2010 SOC、2010 SOC→ISCO-08）を個別の選択なしにそのまま適用して、この職業に結び付けたものです。結び付きは全体的な対応の場合も部分的な対応の場合もあります。

  • ISCO-08 2133Environmental Protection Professionals

    環境保護の専門職

出典: 総務省「国際標準職業分類（ISCO）2008年改定版（仮訳）分類項目名一覧（和英対照）」— 原著：ILO ISCO-08 © International Labour Organization（日本語訳は総務省がILOの許可を得て作成）

原文を見る

以下の定義・作業・職業例は、この職業ではなく、当該ISCO-08職業群についてのILOによる説明です。

Environmental protection professionals study and assess the effects on the environment of human activity such as air, water and noise pollution, soil contamination, climate change, toxic waste and depletion and degradation of natural resources. They develop plans and solutions to protect, conserve, restore, minimize and prevent further damage to the environment.

作業

  • (a) conducting research, performing tests, collecting samples, performing field and laboratory analysis to identify sources of environmental problems and recommending ways to prevent, control and remediate the impact of environmental problems;
  • (b) assessing the likely impact that potential or proposed activities, projects and developments may have on the environment, and recommending whether such developments should proceed;
  • (c) developing and coordinating the implementation of environmental management systems to enable organizations to identify, monitor and control the impact of their activities, products and services on the environment;
  • (d) conducting audits to evaluate environmental impact of existing activities, processes, wastes, noises and substances;
  • (e) assessing an organization's compliance with government and internal environmental regulations and guidelines, identifying violations and determining appropriate remedial action;
  • (f) providing technical advice and support services to organizations on how best to deal with environmental problems in order to reduce environmental damage and minimize financial loss;
  • (g) developing conservation plans.

職業例

Air pollution analyst · Conservation officer · Conservation scientist · Ecologist · Environmental adviser · Environmental auditor · Environmental consultant · Environmental research scientist · Environmental scientist · Park ranger · Water quality analyst

Sources: ILO ISCO-08 — details: Credits

ESCO 職業語彙

以下の各項目は、公開されているESCO-O*NET Crosswalk（バージョン1、2022年）で、この職業と一つずつ対応付けられたものです。対応の種類はそのクロスウォークによるもので、表現はAI Changing Workによるものです。

  • natural resources consultantESCO 2133.8範囲が同じ

    Natural resources consultant provide advice on the protection and management of natural resources, namely fauna, flora, soil and water to companies and governments which exploit these resources. They strive to guide companies on an appropriate policy for exploiting natural resources in industrial contexts, raise awareness on health issues, and ensure the conservation of ecosystems for sustainable interventions in natural habitats.

  • conservation scientistESCO 2133.3重なるが同じではない

    Conservation scientists manage the quality of specific forests, parks and other natural resources. They protect the wildlife habitat, biodiversity, scenic value, and other unique attributes of preserves and conservation lands. Conservation scientists perform field work.

  • environmental scientistESCO 2133.7重なるが同じではない

    Environmental scientists identify problems and find solutions in order to minimize environmental hazards by performing analysis on samples such as air, water or soil. They advise on or develop environmental policies and aim to improve water supplies preservation and manage waste disposal sites. Environmental scientists perform environmental risk assessments and analyse the environmental impact of new solutions, construction sites or environmental changes ensuring the environmental regulations are followed.

  • nature conservation officerESCO 2133.9重なるが同じではない

    Nature conservation officers manage and improve the local environment within all the sectors of a local community. They promote awareness of and understanding about the natural environment. This work can be very varied and involve projects related to species, habitats and communities. They educate people and raise overall awareness of environmental issues.

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

ライセンス: CC BY 4.0 (EU Reuse Notice)

原文を見る

ESCO reuse terms and the modification notice are in Credits.

フランス職業分類との対応（ROME）

この職業と ROME 4.0 の職業票（fiche）との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。「暫定」と表示した対応は、同じモデル系列（Claude）の二人の判定者による判定のみ、またはその判定に運営者の規則を適用して採用したものであり、確定した対応より根拠が弱くなります。

ROME コードROME 名称（フランス語）関係
A1317Gestionnaire d'aires marines protégéesこの職業のほうが広い暫定
A1303Ingénieur / Ingénieure d'études et de recherche agricoles重なるが同じではない
F1119Pédologue重なるが同じではない

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)

スペイン職業分類との対応（CNO-11）

この職業と CNO-11 の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。

CNO-11 コードCNO-11 名称（スペイン語）関係
2426Profesionales de la protección ambientalこの職業のほうが狭い
2423Ingenieros de montes関連（対応ではない）

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)

ドイツ職業分類との対応（KldB）

この職業と KldB の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。

KldB コードKldB 名称（ドイツ語）関係
11724Berufe in der Natur- und Landschaftspflege - hoch komplexe Tätigkeiten重なるが同じではない
11723Berufe in der Natur- und Landschaftspflege - komplexe Spezialistentätigkeiten関連（対応ではない）
42314Berufe in der Umweltschutzverwaltung und -beratung - hoch komplexe Tätigkeiten関連（対応ではない）

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)

日本職業分類との対応（JSCO）

この職業と JSCO の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。

JSCO コードJSCO 名称（日本語）関係
061農林水産技術者関連（対応ではない）
092土木技術者関連（対応ではない）

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)

このページのデータの出典・ライセンスと AI Changing Work による改変・翻訳の告知：クレジットと出典