Mining and Geological Engineers, Including Mining Safety Engineers
Architecture and Engineering Occupations- O*NET-SOC コード
- 17-2151.00
Conduct subsurface surveys to identify the characteristics of potential land or mining development sites. May specify the ground support systems, processes, and equipment for safe, economical, and environmentally sound extraction or underground construction activities. May inspect areas for unsafe geological conditions, equipment, and working conditions. May design, implement, and coordinate mine safety programs.
- 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
- 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
0.09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
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 18 件 · β ≥ 0.5 のタスク 15 件（83.3%）
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
| Task (O*NET 30.2) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Design, develop, and implement computer applications for use in mining operations such as mine design, modeling, or mapping or for monitoring mine conditions.17-2151.00 | 0.00000.0 | 0.0100100.0 |
| Not observed on any surface — 17 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. | ||
Inspect mining areas for unsafe structures, equipment, and working conditions. | —0 | —0 |
Select locations and plan underground or surface mining operations, specifying processes, labor usage, and equipment that will result in safe, economical, and environmentally sound extraction of minerals and ores. | —0 | —0 |
Examine maps, deposits, drilling locations, or mines to determine the location, size, accessibility, contents, value, and potential profitability of mineral, oil, and gas deposits. | —0 | —0 |
Prepare schedules, reports, and estimates of the costs involved in developing and operating mines. | —0 | —0 |
Monitor mine production rates to assess operational effectiveness. | —0 | —0 |
Design, implement, and monitor the development of mines, facilities, systems, or equipment. | —0 | —0 |
Select or develop mineral location, extraction, and production methods, based on factors such as safety, cost, and deposit characteristics. | —0 | —0 |
Prepare technical reports for use by mining, engineering, and management personnel. | —0 | —0 |
Supervise, train, and evaluate technicians, technologists, survey personnel, engineers, scientists or other mine personnel. | —0 | —0 |
Implement and coordinate mine safety programs, including the design and maintenance of protective and rescue equipment and safety devices. | —0 | —0 |
Test air to detect toxic gases and recommend measures to remove them, such as installation of ventilation shafts. | —0 | —0 |
Select or devise materials-handling methods and equipment to transport ore, waste materials, and mineral products efficiently and economically. | —0 | —0 |
Devise solutions to problems of land reclamation and water and air pollution, such as methods of storing excavated soil and returning exhausted mine sites to natural states. | —0 | —0 |
Lay out, direct, and supervise mine construction operations, such as the construction of shafts and tunnels. | —0 | —0 |
Evaluate data to develop new mining products, equipment, or processes. | —0 | —0 |
Conduct or direct mining experiments to test or prove research findings. | —0 | —0 |
Design mining and mineral treatment equipment and machinery in collaboration with other engineering specialists. | —0 | —0 |
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. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task (O*NET 27.2) | βE1 + 0.5 × E2 |
|---|---|
Prepare technical reports for use by mining, engineering, and management personnel.O*NET Task ID 3569 | 1.0 |
Design, develop, and implement computer applications for use in mining operations such as mine design, modeling, or mapping or for monitoring mine conditions.O*NET Task ID 3572 | 1.0 |
Inspect mining areas for unsafe structures, equipment, and working conditions.O*NET Task ID 3561 | 0.5 |
Select locations and plan underground or surface mining operations, specifying processes, labor usage, and equipment that will result in safe, economical, and environmentally sound extraction of minerals and ores.O*NET Task ID 3562 | 0.5 |
Examine maps, deposits, drilling locations, or mines to determine the location, size, accessibility, contents, value, and potential profitability of mineral, oil, and gas deposits.O*NET Task ID 3563 | 0.5 |
Prepare schedules, reports, and estimates of the costs involved in developing and operating mines.O*NET Task ID 3565 | 0.5 |
Monitor mine production rates to assess operational effectiveness.O*NET Task ID 3566 | 0.5 |
Design, implement, and monitor the development of mines, facilities, systems, or equipment.O*NET Task ID 3567 | 0.5 |
Select or develop mineral location, extraction, and production methods, based on factors such as safety, cost, and deposit characteristics.O*NET Task ID 3568 | 0.5 |
Implement and coordinate mine safety programs, including the design and maintenance of protective and rescue equipment and safety devices.O*NET Task ID 3570 | 0.5 |
Test air to detect toxic gases and recommend measures to remove them, such as installation of ventilation shafts.O*NET Task ID 3571 | 0.5 |
Select or devise materials-handling methods and equipment to transport ore, waste materials, and mineral products efficiently and economically.O*NET Task ID 3573 | 0.5 |
Devise solutions to problems of land reclamation and water and air pollution, such as methods of storing excavated soil and returning exhausted mine sites to natural states.O*NET Task ID 3574 | 0.5 |
Evaluate data to develop new mining products, equipment, or processes.O*NET Task ID 3576 | 0.5 |
Design mining and mineral treatment equipment and machinery in collaboration with other engineering specialists.O*NET Task ID 3578 | 0.5 |
Lay out, direct, and supervise mine construction operations, such as the construction of shafts and tunnels.O*NET Task ID 3575 | 0.0 |
Conduct or direct mining experiments to test or prove research findings.O*NET Task ID 3577 | 0.0 |
Supervise, train, and evaluate technicians, technologists, survey personnel, engineers, scientists or other mine personnel.O*NET Task ID 18610 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
O*NET 31.0 のタスク全件（18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 |
|---|---|
| Inspect mining areas for unsafe structures, equipment, and working conditions. | コア |
| Select locations and plan underground or surface mining operations, specifying processes, labor usage, and equipment that will result in safe, economical, and environmentally sound extraction of minerals and ores. | コア |
| Examine maps, deposits, drilling locations, or mines to determine the location, size, accessibility, contents, value, and potential profitability of mineral, oil, and gas deposits. | コア |
| Prepare schedules, reports, and estimates of the costs involved in developing and operating mines. | コア |
| Monitor mine production rates to assess operational effectiveness. | コア |
| Design, implement, and monitor the development of mines, facilities, systems, or equipment. | コア |
| Select or develop mineral location, extraction, and production methods, based on factors such as safety, cost, and deposit characteristics. | コア |
| Prepare technical reports for use by mining, engineering, and management personnel. | コア |
| Supervise, train, and evaluate technicians, technologists, survey personnel, engineers, scientists or other mine personnel. | コア |
| Implement and coordinate mine safety programs, including the design and maintenance of protective and rescue equipment and safety devices. | 補足 |
| Test air to detect toxic gases and recommend measures to remove them, such as installation of ventilation shafts. | 補足 |
| Design, develop, and implement computer applications for use in mining operations such as mine design, modeling, or mapping or for monitoring mine conditions. | 補足 |
| Select or devise materials-handling methods and equipment to transport ore, waste materials, and mineral products efficiently and economically. | 補足 |
| Devise solutions to problems of land reclamation and water and air pollution, such as methods of storing excavated soil and returning exhausted mine sites to natural states. | 補足 |
| Lay out, direct, and supervise mine construction operations, such as the construction of shafts and tunnels. | 補足 |
| Evaluate data to develop new mining products, equipment, or processes. | 補足 |
| Conduct or direct mining experiments to test or prove research findings. | 補足 |
| Design mining and mineral treatment equipment and machinery in collaboration with other engineering specialists. | 補足 |
0.24/ 3· ロボット露出指数
尺度・母数・出典
身体的なタスクそれぞれに、実際に導入・販売・実演されたロボットがこなせる環境に応じて 0–3 の等級を付け（0 不可 · 1 フェンスで囲われた機械セルや瓶詰めラインのようなロボット専用設備 · 2 病院の薬剤部やコンテナ港のような管理された施設 · 3 一般家庭や建設現場のような非定型の環境）、勤務時間に占める割合で平均した値
この職業の O*NET 29.3 タスクのうち身体的なタスクが対象
等級と時間の割合は Anthropic が Claude Opus 5（ウェブ検索）で推定しました（2026年時点）。
ロボット露出指数は、このサイトの AI 露出度とは別の指標であり、足し合わせたり比べたりすることはできません。実際の導入やコスト競争力を示すものではなく、0 には身体的なタスクのない職業も含まれます。
身体的なタスクごとの等級
ロボット環境等級（E0–E3）
E0 ロボット不可詳細
実際に導入・販売・実演されたロボットでは、ロボット専用設備でもこなせないと評価
E1 ロボット専用設備詳細
フェンスで囲われた機械セルや瓶詰めラインのように、機械を中心に作られた設備でこなせると評価
E2 管理された施設詳細
病院の薬剤部やコンテナ港のように、機関が作業基準を保っている人の作業施設でこなせると評価
E3 非定型の環境詳細
一般家庭や建設現場のように、作業基準を保つ機関がない環境でこなせると評価
身体的なタスクに分類されたタスクのみを掲載しています。その他のタスクには出典で等級がないため載せていません。
| タスク（O*NET 29.3） | ロボット環境等級 |
|---|---|
| Inspect mining areas for unsafe structures, equipment, and working conditions. | E2 管理された施設 |
| Test air to detect toxic gases and recommend measures to remove them, such as installation of ventilation shafts. | E2 管理された施設 |
職業情報
雇用見通し（BLS）
- 雇用者数、2025
- 6K
- 雇用者数見通し、2035
- 6K
- 変化率 (2025–35)
- +3.8%
- 年間賃金の中央値、2025
- $106,220
- 入職時に通常必要な学歴
- Bachelor's degree
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 |
|---|---|---|---|
| 23730 | 가스‧에너지 기술자 및 연구원 | この職業のほうが狭い | 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 2146Mining Engineers, Metallurgists and Related Professionals
鉱山技師、冶金技師及び関連分野の専門職
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）
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。
Mining engineers, metallurgists and related professionals conduct research on, design, develop and maintain commercial-scale methods of extracting metals from their ores, or minerals, water, oil or gas from the earth, and of developing new alloys, ceramic and other materials, or study and advise on mining or metallurgical aspects of particular materials, products or processes.
作業
- (a) determining the location and planning the extraction of coal, metallic ores, non-metallic minerals, and building materials, such as stone and gravel;
- (b) determining most suitable methods of efficient mining and extraction and types of machinery to be used, planning layout and directing construction of shafts and tunnels;
- (c) determining drilling site and devising methods of controlling the flow of water, oil or gas from wells;
- (d) planning and directing storage, initial treatment and transportation of water, oil or gas;
- (e) establishing safety standards and procedures and first-aid facilities, especially underground;
- (f) conducting research, developing methods of extracting metals from their ores and advising on their application;
- (g) investigating properties of metals and alloys, developing new alloys and advising on and supervising technical aspects of metal and alloy manufacture and processing;
- (h) maintaining technical liaison and consultancy with other relevant specialists such as geologists and geophysicists;
- (i) examining deposits or mines to evaluate profitability.
職業例
Extractive metallurgist · Mining engineer · Petroleum and natural gas extraction engineer
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。
- mining geotechnical engineerESCO 2142.1.6範囲が同じ
Mining geotechnical engineers in mining perform engineering, hydrological and geological tests and analyses to improve the safety and efficiency of mineral operations. They oversee the collection of samples and the taking of measurements using geotechnical investigation methods and techniques. They model the mechanical behaviour of the rock mass and contribute to the design of the mine geometry.
- environmental mining engineerESCO 2143.1.1この職業のほうが広い
Environmental mining engineers oversee the environmental performance of mining operations. They develop and implement environmental systems and strategies to minimise environmental impacts.
- geological engineerESCO 2142.1.4この職業のほうが広い
Geological engineers apply geological knowledge for the assessment of sites, soils, slope stability, sediments and other observable characteristics in the Earth. They integrate this information in the planning and development of projects in those places. They assess and answer questions concerning the geological characteristics of soils by performing research and experiments of the sites aimed to be intervened.
- mine development engineerESCO 2146.6この職業のほうが広い
Mine development engineers design and coordinate mine development operations such as crosscutting, sinking, tunnelling, in-seam drivages, raising, and removing and replacing overburden.
- mine planning engineerESCO 2146.8この職業のほうが広い
Mine planning engineers design future mine layouts capable of achieving production and mine development objectives, taking into account the geological characteristics and structure of the mineral resource. They prepare production and development schedules and monitor progress against these.
- mine ventilation engineerESCO 2144.1.13この職業のほうが広い
Mine ventilation engineers design and manage systems and equipment to ensure fresh air supply and air circulation in underground mines and the timely removal of noxious gases. They co-ordinate ventilation system design with mine management, mine safety engineer and mine planning engineer.
- quarry engineerESCO 2146.11この職業のほうが広い
Quarry engineers analyse which extraction methods such as excavating, drilling and blasting are most suited to extract raw materials from the ground. They develop plans before a new quarry is opened, assessing if the quarry is profitable. Quarry engineers manage the everyday operations in a quarry, create and maintain progress reports, oversee the staff, ensure health and safety and assess the environmental impact a quarry has on its environment.
- mine geologistESCO 2114.1.6重なるが同じではない
Mine geologists locate, identify, quantify and classify mineral resources and their geological characteristics and structure. They provide advice to mine managers and engineers at existing and prospective mineral operations.
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)
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 |
|---|---|---|
| F1128 | Géotechnicien / Géotechnicienne | 関連（対応ではない） |
| F1203 | Chef / Cheffe de carrière | 関連（対応ではない） |
| F1212 | Ingénieur / Ingénieure d'exploitation de gisements | 関連（対応ではない） |
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 |
|---|---|---|
| 2436 | Ingenieros de minas, metalúrgicos y afines | 重なるが同じではない |
| 2466 | Ingenieros técnicos de minas, metalúrgicos y afines | 重なるが同じではない |
| 2414 | Geólogos y geofísicos | 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 |
|---|---|---|
| 21114 | Berufe im Berg- und Tagebau - hoch komplexe Tätigkeiten | 範囲が同じ |
| 21194 | Führungskräfte - Berg- und Tagebau und Sprengtechnik | 関連（対応ではない） |
| 42114 | Berufe in der Geotechnik - hoch komplexe Tätigkeiten | 関連（対応ではない） |
| 21113 | Berufe im Berg- und Tagebau - komplexe Spezialistentätigkeiten | 関連（対応ではない）暫定 |
| 21124 | Berufe in der Sprengtechnik - hoch komplexe Tätigkeiten | 関連（対応ではない）暫定 |
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 |
|---|---|---|
| 089 | その他の製造技術者（開発を除く） | この職業のほうが狭い暫定 |
| 079 | その他の製造技術者（開発） | 関連（対応ではない）暫定 |
| 119 | その他の技術者 | 関連（対応ではない）暫定 |
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)
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