Geographic Information Systems Technologists and Technicians
Computer and Mathematical Occupations- O*NET-SOC コード
- 15-1299.02
Assist scientists or related professionals in building, maintaining, modifying, or using geographic information systems (GIS) databases. May also perform some custom application development or provide user support.
- 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
0.311
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
- データ出典: ILO公表時点: 2025
0.43–0.55· ISCO-08職業グループ3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 2519Software and Applications Developers and Analysts Not Elsewhere Classified0.55
- ISCO-08 2529Database and Network Professionals Not Elsewhere Classified0.49
- ISCO-08 3511Information and Communications Technology Operations Technicians0.43
Task-level exposure
非表示の作業 24 件を表示評価済みタスク 29 件 · β ≥ 0.5 のタスク 29 件（100.0%）
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 15-1199.04 Geospatial Information Scientists and Technologists; 15-1199.05 Geographic Information Systems Technicians 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 % |
|---|---|---|
Create, analyze, report, convert, or transfer data, using specialized applications program software.15-1199.04 | 0.019417.2 | 0.137370.2 |
Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.15-1199.05 | 0.014813.1 | 0.00482.5 |
Create visual representations of geospatial data using complex procedures, such as analytical modeling, three-dimensional renderings, or plot creation.15-1199.04 | 0.012210.8 | 0.00351.8 |
Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.15-1199.04 | 0.00998.8 | 0.01095.6 |
Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.15-1199.04 | 0.00776.8 | 0.00150.8 |
Provide technical support for computer-based Geographic Information Systems (GIS) mapping software.15-1199.04 | 0.00736.5 | 0.00251.3 |
Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.15-1199.04 | 0.00726.4 | 0.00351.8 |
Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.15-1199.05 | 0.00534.7 | 0.00321.6 |
Recommend procedures or equipment or software upgrades to increase data accessibility or ease of use.15-1199.05 | 0.00433.8 | —0 |
Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.15-1199.04 | 0.00373.3 | —0 |
Confer with users to analyze, configure, or troubleshoot applications.15-1199.05 | 0.00363.2 | 0.00583.0 |
Maintain or modify existing Geographic Information Systems (GIS) databases.15-1199.05 | 0.00363.2 | 0.00583.0 |
Design, program, or model Geographic Information Systems (GIS) applications or procedures.15-1199.04 | 0.00363.2 | —0 |
Select cartographic elements needed for effective presentation of information.15-1199.05 | 0.00353.1 | —0 |
Analyze Geographic Information Systems (GIS) data to identify spatial relationships or display results of analyses, using maps, graphs, or tabular data.15-1199.05 | 0.00262.3 | 0.01065.4 |
Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.15-1199.04 | 0.00252.2 | 0.00170.9 |
Prepare training materials for or make presentations to Geographic Information Systems (GIS) users.15-1199.04 | 0.00191.7 | —0 |
Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data. | —0 | 0.00442.3 |
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 |
|---|---|
Maintain or modify existing Geographic Information Systems (GIS) databases.O*NET Task ID 21717 | 1.0 |
Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.O*NET Task ID 21719 | 1.0 |
Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.O*NET Task ID 21730 | 1.0 |
Design, program, or model Geographic Information Systems (GIS) applications or procedures.O*NET Task ID 21733 | 1.0 |
Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.O*NET Task ID 21734 | 1.0 |
Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.O*NET Task ID 21715 | 0.5 |
Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications.O*NET Task ID 21716 | 0.5 |
Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.O*NET Task ID 21718 | 0.5 |
Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data.O*NET Task ID 21720 | 0.5 |
Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.O*NET Task ID 21721 | 0.5 |
Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.O*NET Task ID 21722 | 0.5 |
Design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases.O*NET Task ID 21723 | 0.5 |
Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.O*NET Task ID 21724 | 0.5 |
Select cartographic elements needed for effective presentation of information.O*NET Task ID 21725 | 0.5 |
Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.O*NET Task ID 21726 | 0.5 |
Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.O*NET Task ID 21727 | 0.5 |
Interpret aerial or ortho photographs.O*NET Task ID 21728 | 0.5 |
Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.O*NET Task ID 21729 | 0.5 |
Create, analyze, report, convert, or transfer data, using specialized applications program software.O*NET Task ID 21731 | 0.5 |
Confer with users to analyze, configure, or troubleshoot applications.O*NET Task ID 21732 | 0.5 |
Make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications.O*NET Task ID 21735 | 0.5 |
Assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives.O*NET Task ID 21736 | 0.5 |
Create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation.O*NET Task ID 21737 | 0.5 |
Transfer or rescale information from original photographs onto maps or other photographs.O*NET Task ID 21738 | 0.5 |
Prepare training materials for, or make presentations to, Geographic Information Systems (GIS) users.O*NET Task ID 21739 | 0.5 |
Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications.O*NET Task ID 21740 | 0.5 |
Conduct research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software.O*NET Task ID 21741 | 0.5 |
Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems.O*NET Task ID 21742 | 0.5 |
Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use.O*NET Task ID 21743 | 0.5 |
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（29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 |
|---|---|
| Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems. | コア |
| Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications. | コア |
| Maintain or modify existing Geographic Information Systems (GIS) databases. | コア |
| Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users. | コア |
| Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data. | コア |
| Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation. | コア |
| Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software. | コア |
| Design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases. | コア |
| Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems. | コア |
| Select cartographic elements needed for effective presentation of information. | コア |
| Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications. | コア |
| Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts. | コア |
| Interpret aerial or ortho photographs. | コア |
| Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems. | コア |
| Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications. | コア |
| Create, analyze, report, convert, or transfer data, using specialized applications program software. | コア |
| Confer with users to analyze, configure, or troubleshoot applications. | コア |
| Design, program, or model Geographic Information Systems (GIS) applications or procedures. | コア |
| Create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation. | コア |
| Transfer or rescale information from original photographs onto maps or other photographs. | コア |
| Conduct research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software. | コア |
| Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems. | コア |
| Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use. | コア |
| Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements. | 補足 |
| Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information. | 補足 |
| Make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications. | 補足 |
| Assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives. | 補足 |
| Prepare training materials for, or make presentations to, Geographic Information Systems (GIS) users. | 補足 |
| Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications. | 補足 |
0.00/ 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
この職業の O*NET 29.3 タスクのうち、身体的なタスクに分類されたものはありません。
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 15-1299 グループ（Computer occupations, all other）全体の値です。
- 雇用者数、2025
- 471K
- 雇用者数見通し、2035
- 495K
- 変化率 (2025–35)
- +5.1%
- 年間賃金の中央値、2025
- $116,580
- 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 |
|---|---|---|---|
| 23164 | 공간정보 시스템 전문가 | 範囲が同じ | 確定 |
| 23169 | 그 외 측량 및 공간정보 전문가 | 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 2519Software and Applications Developers and Analysts Not Elsewhere Classified
他に分類されないソフトウェア・アプリケーション開発者、アナリスト
- ISCO-08 2529Database and Network Professionals Not Elsewhere Classified
他に分類されないデータベース・ネットワーク専門職
- ISCO-08 3511Information and Communications Technology Operations Technicians
情報通信技術オペレーション技師
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）
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。
- geographic information systems specialistESCO 2165.3範囲が同じ
Geographic information systems specialists use specialised computer systems, engineering measures, and geological concepts to process land, geographic, and geospatial information into visually detailed digital maps and geomodels of a reservoir. They convert technical information like soil density and properties into digital representations of it for the usage of engineers, governments, and stakeholders interested.
- cartographerESCO 2165.2重なるが同じではない
Cartographers create maps by combining various scientific informations depending of the purpose of the map (e.g. topographic, urban, or political maps). They combine the interpretation of mathematical notes and measurements with the aesthetics and visual depiction of the site for developing the maps. They may also work on developing and improving geographic information systems and may perform scientific research within cartography.
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 |
|---|---|---|
| M1895 | Géomaticien / Géomaticienne | この職業のほうが狭い暫定 |
| F1109 | Assistant / Assistante géomètre | 関連（対応ではない）暫定 |
| M1808 | Cartographe | 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 |
|---|---|---|
| 2454 | Ingenieros geógrafos y cartógrafos | 関連（対応ではない） |
| 3110 | Delineantes y dibujantes técnicos | 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 |
|---|---|---|
| 31222 | Berufe in der Kartografie - fachlich ausgerichtete Tätigkeiten | 重なるが同じではない |
| 43144 | Berufe in der Geoinformatik - hoch komplexe Tätigkeiten | 重なるが同じではない |
| 31223 | Berufe in der Kartografie - komplexe Spezialistentätigkeiten | 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 |
|---|---|---|
| 093 | 測量技術者 | 関連（対応ではない） |
| 109 | その他の情報処理・通信技術者 | 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