Environmental Restoration Planners

Life, Physical, and Social Science Occupations
O*NET-SOC コード
19-2041.02

Collaborate with field and biology staff to oversee the implementation of restoration projects and to develop new products. Process and synthesize complex scientific data into practical strategies for restoration, monitoring or management.

  • 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

    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

    0.055

    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

評価済みタスク 23 件 · β ≥ 0.5 のタスク 22 件（95.7%）

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
Task (O*NET 30.2)Claude.aiRaw / share %APIRaw / share %
Create diagrams to communicate environmental remediation planning, using geographic information systems (GIS), computer-aided design (CAD), or other mapping or diagramming software.

19-2041.02

0.00000.00.00000.0
Collect and analyze data to determine environmental conditions and restoration needs.

19-2041.02

0.00000.00.00000.0
Not observed on any surface — 21 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.
Notify regulatory or permitting agencies of deviations from implemented remediation plans.
—0—0
Develop environmental restoration project schedules and budgets.
—0—0
Develop and communicate recommendations for landowners to maintain or restore environmental conditions.
—0—0
Apply for permits required for the implementation of environmental remediation projects.
—0—0
Review existing environmental remediation designs.
—0—0
Supervise and provide technical guidance, training, or assistance to employees working in the field to restore habitats.
—0—0
Provide technical direction on environmental planning to energy engineers, biologists, geologists, or other professionals working to develop restoration plans or strategies.
—0—0
Plan or supervise environmental studies to achieve compliance with environmental regulations in construction, modification, operation, acquisition, or divestiture of facilities such as power plants.
—0—0
Inspect active remediation sites to ensure compliance with environmental or safety policies, standards, or regulations.
—0—0
Plan environmental restoration projects, using biological databases, environmental strategies, and planning software.
—0—0
Identify short- and long-term impacts of environmental remediation activities.
—0—0
Identify environmental mitigation alternatives, ensuring compliance with applicable standards, laws, or regulations.
—0—0
Create environmental models or simulations, using geographic information system (GIS) data and knowledge of particular ecosystems or ecological regions.
—0—0
Conduct feasibility and cost-benefit studies for environmental remediation projects.
—0—0
Conduct environmental impact studies to examine the ecological effects of pollutants, disease, human activities, nature, and climate change.
—0—0
Communicate findings of environmental studies or proposals for environmental remediation to other restoration professionals.
—0—0
Develop natural resource management plans, using knowledge of environmental planning or state and federal environmental regulatory requirements.
—0—0
Develop environmental management or restoration plans for sites with power transmission lines, natural gas pipelines, fuel refineries, geothermal plants, wind farms, or solar farms.
—0—0
Create habitat management or restoration plans, such as native tree restoration and weed control.
—0—0
Conduct site assessments to certify a habitat or to ascertain environmental damage or restoration needs.
—0—0
Write grants to obtain funding for restoration projects.
—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（23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
Notify regulatory or permitting agencies of deviations from implemented remediation plans.コア
Develop environmental restoration project schedules and budgets.コア
Develop and communicate recommendations for landowners to maintain or restore environmental conditions.コア
Create diagrams to communicate environmental remediation planning, using geographic information systems (GIS), computer-aided design (CAD), or other mapping or diagramming software.コア
Apply for permits required for the implementation of environmental remediation projects.コア
Review existing environmental remediation designs.コア
Supervise and provide technical guidance, training, or assistance to employees working in the field to restore habitats.コア
Provide technical direction on environmental planning to energy engineers, biologists, geologists, or other professionals working to develop restoration plans or strategies.コア
Plan or supervise environmental studies to achieve compliance with environmental regulations in construction, modification, operation, acquisition, or divestiture of facilities such as power plants.コア
Inspect active remediation sites to ensure compliance with environmental or safety policies, standards, or regulations.コア
Plan environmental restoration projects, using biological databases, environmental strategies, and planning software.コア
Identify short- and long-term impacts of environmental remediation activities.コア
Identify environmental mitigation alternatives, ensuring compliance with applicable standards, laws, or regulations.コア
Create environmental models or simulations, using geographic information system (GIS) data and knowledge of particular ecosystems or ecological regions.コア
Conduct feasibility and cost-benefit studies for environmental remediation projects.コア
Conduct environmental impact studies to examine the ecological effects of pollutants, disease, human activities, nature, and climate change.コア
Communicate findings of environmental studies or proposals for environmental remediation to other restoration professionals.コア
Collect and analyze data to determine environmental conditions and restoration needs.コア
Develop natural resource management plans, using knowledge of environmental planning or state and federal environmental regulatory requirements.コア
Develop environmental management or restoration plans for sites with power transmission lines, natural gas pipelines, fuel refineries, geothermal plants, wind farms, or solar farms.コア
Create habitat management or restoration plans, such as native tree restoration and weed control.コア
Conduct site assessments to certify a habitat or to ascertain environmental damage or restoration needs.コア
Write grants to obtain funding for restoration projects.コア

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 19-2041 グループ（Environmental scientists and specialists, including health）全体の値です。

雇用者数、2025
93K
雇用者数見通し、2035
99K
変化率 (2025–35)
+6.1%
年間賃金の中央値、2025
$82,220
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
23719그 외 환경공학 기술자 및 연구원関連（対応ではない）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。

  • environmental programme coordinatorESCO 2133.6この職業のほうが狭い

    Environmental programme coordinators develop programmes for the improvement of environmental sustainability and efficiency within a organisation or institution. They inspect sites in order to monitor an organisation's or institution's compliance with environmental legislation. They also ensure education for the public on environmental concerns.

  • ecologistESCO 2133.5重なるが同じではない

    Ecologists carry out assessments of the health and distribution of organisms, namely people, plants, and animals, and the relationship between organisms and their environment. Ecologists usually have a specialisation area, e.g. freshwater, marine, terrestrial, fauna, and flora about which they conduct research and perform relating tasks.

  • environmental engineerESCO 2143.1重なるが同じではない

    Environmental engineers integrate environmental and sustainable measures in the development of projects of various natures. They seek to preserve natural resources and natural sites. They work together with engineers from other fields to envision all the implications that projects might have in order to design ways to conserve natural reserves, prevent pollution, and deploy sanitary measures.

  • environmental expertESCO 2143.2重なるが同じではない

    Environmental experts search for technological solutions to tackle environmental problems. They detect and analyse environmental issues and develop new technological production processes to counter these problematic issues. They research the effect of their technological innovations and present their findings in scientific reports.

  • 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.

  • environmental technicianESCO 3111.2重なるが同じではない

    Environmental technicians investigate sources of pollution and aid in the development of pollution prevention and environment protection plans. They take samples of soil, water or other materials and perform tests to analyse the pollution level and identify its source.

  • natural resources consultantESCO 2133.8重なるが同じではない

    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.

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
A1218Conducteur / Conductrice de travaux de milieux naturels重なるが同じではない
A1319Ingénieur / Ingénieure écologue重なるが同じではない暫定
A1325Chargé / Chargée de projet Biodiversité重なるが同じではない暫定
A1306Chargé / Chargée d'étude naturaliste関連（対応ではない）暫定

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)

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
2437Ingenieros ambientales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この職業のほうが狭い
41234Berufe in der Biologie (Ökologie) - 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
051自然科学系研究者関連（対応ではない）
061農林水産技術者関連（対応ではない）
119その他の技術者関連（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