Geographic Information Systems Technologists and Technicians
Computer and Mathematical Occupations- Code O*NET-SOC
- 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.
- Source des données: BLSPublié: 2026-08
Très élevée· relative
FaibleQuatre bandes relativesTrès élevéeValeur par groupe professionnel
Échelle, base et source
Quatre bandes relatives (Faible / Modérée / Élevée / Très élevée)
831 métiers détaillés du tableau des projections d'emploi du BLS. La valeur est attribuée par code de la National Employment Matrix (NEM), si bien que les métiers partageant un code NEM reçoivent la même bande
- Source des données: AnthropicPublié: 2026-03
0,311
0,000Étendue des valeurs présentées ici0,745Valeur par groupe professionnel
Échelle, base et source
Indice d'exposition observée, 0–1 tel que publié
Rapporté aux tâches O*NET
Publié par profession SOC 2018 ; chaque profession O*NET ayant le même code SOC 2018 reçoit cette valeur
- Source des données: ILOPublié: 2025
0,43–0,55· 3 groupes ISCO-08
Échelle, base et source
Indice d'exposition à l'IA générative, 0–1 tel que publié
Publié par groupe de base ISCO-08. Relié à ce métier, en tout ou en partie, en appliquant tels que publiés les tableaux de correspondance du U.S. Bureau of Labor Statistics (ISCO-08 vers SOC 2010, SOC 2010 vers SOC 2018)
Quelle est la nature de la valeur publiée par cette source
La catégorie BLS est un rang relatif et non un niveau absolu, et ce n'est pas une mesure de première main : elle regroupe en quatre bandes les rangs centiles du métier dans plusieurs études publiées. Ce n'est ni une prévision d'emploi ou de salaire, ni une probabilité d'adoption, et elle ne distingue pas automatisation et augmentation.
Valeur ILO pour chaque groupe ISCO-08 relié
- 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
Tâches exposées uniquement29 tâches évaluées · 29 tâches avec β ≥ 0,5 (100,0%)
β = exposition directe (E1) + 0,5 × exposition lorsque des outils sont disponibles (E2), selon la définition du dépôt source.
- Unité source : tâches O*NET 27.2 → code de métier O*NET 31.0
- Toutes les tâches notées figurent dans la liste des tâches O*NET 31.0.
- Source
- OpenAI "GPTs are GPTs" exposure rubric
- Version
- gh-main-0471612
- Licence
- MIT License, Copyright (c) 2024 OpenAI
Tâches des professions O*NET-SOC 2010 15-1199.04 Geospatial Information Scientists and Technologists; 15-1199.05 Geographic Information Systems Technicians, que nous avons rattachées à cette profession au moyen de la table de correspondance officielle O*NET-SOC 2010 vers 2019
| 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 |
| Not observed on any surface — 24 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. | ||
Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems. | —0 | —0 |
Assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives. | —0 | —0 |
Conduct or coordinate research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software. | —0 | —0 |
Make recommendations regarding upgrades considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications. | —0 | —0 |
Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems. | —0 | —0 |
Coordinate the development or administration of Geographic Information Systems (GIS) projects, including the development of technical priorities, client reporting and interface, or coordination and review of schedules and budgets. | —0 | —0 |
Lead, train, or supervise technicians or related staff in the conduct of Geographic Information Systems (GIS) analytical procedures. | —0 | —0 |
Create, edit, or analyze geospatial data, using Global Positioning Systems (GPS) or digitizing techniques. | —0 | —0 |
Conduct feasibility studies or identify system, time, equipment, or cost requirements for projects. | —0 | —0 |
Coordinate or direct research or publication activities of technicians or related staff. | —0 | —0 |
Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems. | —0 | —0 |
Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications. | —0 | —0 |
Develop new applications for geospatial technology in areas such as farmland preservation, pollution measurement, or utilities operations management. | —0 | —0 |
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. | —0 | —0 |
Transfer or rescale information from original photographs onto maps or other photographs. | —0 | —0 |
Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation. | —0 | —0 |
Interpret aerial or ortho photographs. | —0 | —0 |
Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications. | —0 | —0 |
Design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases. | —0 | —0 |
Analyze Geographic Information Systems (GIS) data for use in urban planning applications that promote better land use or reduce environmental impacts of development. | —0 | —0 |
Analyze Geographic Information Systems (GIS) data to determine the best locations for renewable energy sites, including solar or wind energy installations. | —0 | —0 |
Apply Geographic Information Systems (GIS) data in transportation routing settings to determine the best routing to reduce pollution or energy consumption. | —0 | —0 |
Confer with biologists or other researchers in the use of Geographic Information Systems (GIS) data to define wildlife areas or corridors for land use planning. | —0 | —0 |
Participate in projects that map changes in carbon emissions levels across different geographic locations, using Geographic Information Systems (GIS) data. | —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 |
|---|---|
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
Toutes les tâches O*NET 31.0 (29)
Toutes les tâches O*NET 31.0 de ce métier (en anglais, telles que publiées ; type de tâche principale ou complémentaire). Les valeurs d'exposition ne figurent pas dans cette liste ; elles sont dans le tableau ci-dessus, à côté de chaque tâche dans la formulation de la version O*NET utilisée par chaque source.
| Tâche (O*NET 31.0) | Type |
|---|---|
| Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems. | Principale |
| Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications. | Principale |
| Maintain or modify existing Geographic Information Systems (GIS) databases. | Principale |
| Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users. | Principale |
| 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. | Principale |
| Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation. | Principale |
| Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software. | Principale |
| Design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases. | Principale |
| Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems. | Principale |
| Select cartographic elements needed for effective presentation of information. | Principale |
| Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications. | Principale |
| Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts. | Principale |
| Interpret aerial or ortho photographs. | Principale |
| Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems. | Principale |
| Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications. | Principale |
| Create, analyze, report, convert, or transfer data, using specialized applications program software. | Principale |
| Confer with users to analyze, configure, or troubleshoot applications. | Principale |
| Design, program, or model Geographic Information Systems (GIS) applications or procedures. | Principale |
| Create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation. | Principale |
| Transfer or rescale information from original photographs onto maps or other photographs. | Principale |
| Conduct research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software. | Principale |
| 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. | Principale |
| Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use. | Principale |
| 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. | Complémentaire |
| Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information. | Complémentaire |
| Make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications. | Complémentaire |
| Assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives. | Complémentaire |
| Prepare training materials for, or make presentations to, Geographic Information Systems (GIS) users. | Complémentaire |
| Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications. | Complémentaire |
0,00/ 3· Indice d'exposition aux robots
Échelle, base et source
Chaque tâche physique reçoit une note de 0 à 3 selon l'environnement dans lequel des robots déjà déployés, vendus ou présentés en démonstration pourraient l'accomplir (0 aucun · 1 environnements conçus pour les robots, comme une cellule robotisée grillagée ou une ligne d'embouteillage · 2 installations structurées, comme une pharmacie hospitalière ou un port à conteneurs · 3 environnements non structurés, comme un domicile privé ou un chantier de construction), puis les notes sont moyennées selon la part du temps de travail
Tâches physiques parmi les tâches O*NET 29.3 de ce métier
Anthropic a estimé les notes et les parts de temps avec Claude Opus 5 à l'aide de la recherche web (situation en 2026).
L'indice d'exposition aux robots est une mesure différente des chiffres d'exposition à l'IA de ce site : il ne peut ni s'y ajouter ni leur être comparé. Il ne mesure ni l'adoption réelle ni le coût, et 0 couvre aussi les métiers sans tâche physique.
Note de chaque tâche physique
Aucune des tâches O*NET 29.3 de ce métier n'est classée comme tâche physique.
Informations professionnelles
Perspectives d’emploi (BLS)
Valeurs de l’ensemble du groupe SOC 15-1299 (Computer occupations, all other), et non de ce seul métier O*NET.
- Emploi, 2025
- 471K
- Emploi projeté, 2035
- 495K
- Variation (2025–35)
- +5,1%
- Salaire annuel médian, 2025
- $116 580
- Niveau d’études habituel à l’entrée
- Bachelor's degree
Liens avec la classification coréenne (KSCO)
Liens de la version en vigueur de Korea Occupation Direct Crosswalk v1.1, établi par AI Changing Work. Les valeurs de relation se lisent du côté du métier O*NET-SOC.
| Code KSCO | Intitulé KSCO | Relation | Statut |
|---|---|---|---|
| 23164 | 공간정보 시스템 전문가 | Même périmètre | confirmé |
| 23169 | 그 외 측량 및 공간정보 전문가 | Chevauchement, pas identique | confirmé |
Définitions des relations et des statuts(kr-direct v1.1)
Description professionnelle de l’OIT
AI Changing Work relie à cette profession les groupes de base ISCO-08 ci-dessous en appliquant, telles que publiées, les tables de correspondance du Bureau of Labor Statistics des États-Unis (BLS) (SOC 2018 vers SOC 2010, SOC 2010 vers ISCO-08), sans sélection au cas par cas ; chaque lien peut être total ou partiel.
- ISCO-08 2519Software and Applications Developers and Analysts Not Elsewhere Classified
Concepteurs et analystes de logiciels, et concepteurs de multimédia non classés ailleurs
- ISCO-08 2529Database and Network Professionals Not Elsewhere Classified
Spécialistes des bases de données et des réseaux d'ordinateurs non classés ailleurs
- ISCO-08 3511Information and Communications Technology Operations Technicians
Techniciens des technologies de l'information et des communications, opérations
Sources: ILO ISCO-08 — details: Credits
Vocabulaire professionnel ESCO
Chaque entrée ci-dessous est mise en correspondance avec cette profession dans le ESCO-O*NET Crosswalk publié (version 1, 2022). Les types de correspondance sont ceux de cette table ; la formulation est celle d'AI Changing Work.
- cartographe géomaticien/cartographe géomaticienneESCO 2165.3Même périmètre
Les cartographes géomaticiens/cartographes géomaticiennes utilisent des systèmes informatiques spécialisés, des mesures d’ingénierie et des concepts géologiques pour transformer des informations terrestres, géographiques et géospatiales en cartes numériques détaillées sur le plan visuel et en géomodèles d’un réservoir. Ils/elles convertissent des informations techniques, telles que la densité et les propriétés du sol, en représentations numériques à l’usage des ingénieurs, des gouvernements et des parties intéressées.
- cartographeESCO 2165.2Chevauchement, pas identique
Les cartographes créent des cartes en combinant différentes informations scientifiques en fonction de l’objet de la carte (cartes topographiques, urbaines ou politiques, par exemple). Ils/elles combinent l’interprétation des notes mathématiques et des mesures avec l’esthétique et la représentation visuelle du site pour élaborer des cartes. Ils/elles peuvent également travailler à l’élaboration et à l’amélioration des systèmes d’information géographique et peuvent effectuer des recherches scientifiques dans le cadre de la cartographie.
Source: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
Licence: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
Liens avec la classification française (ROME)
Liens établis par AI Changing Work, à l’aide de modèles d’IA, entre ce métier et des fiches ROME 4.0. Les relations se lisent du point de vue de ce métier. Les liens marqués « provisoire » ont été retenus sur la seule base des jugements de deux évaluateurs de la même famille de modèles (Claude), ou par une règle de l'exploitant appliquée à ces jugements, et reposent donc sur des éléments plus faibles que les liens confirmés.
| Code ROME | Intitulé ROME (français) | Relation |
|---|---|---|
| M1895 | Géomaticien / Géomaticienne | Cette profession est plus étroiteprovisoire |
| F1109 | Assistant / Assistante géomètre | Lié, sans correspondanceprovisoire |
| M1808 | Cartographe | Lié, sans correspondanceprovisoire |
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)
Liens avec la classification espagnole (CNO-11)
Liens établis par AI Changing Work, à l’aide de modèles d’IA, entre ce métier et des professions CNO-11. Les relations se lisent du point de vue de ce métier.
| Code CNO-11 | Intitulé CNO-11 (espagnol) | Relation |
|---|---|---|
| 2454 | Ingenieros geógrafos y cartógrafos | Lié, sans correspondance |
| 3110 | Delineantes y dibujantes técnicos | Lié, sans correspondance |
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)
Liens avec la classification allemande (KldB)
Liens établis par AI Changing Work, à l’aide de modèles d’IA, entre ce métier et des professions KldB. Les relations se lisent du point de vue de ce métier.
| Code KldB | Intitulé KldB (allemand) | Relation |
|---|---|---|
| 31222 | Berufe in der Kartografie - fachlich ausgerichtete Tätigkeiten | Chevauchement, pas identique |
| 43144 | Berufe in der Geoinformatik - hoch komplexe Tätigkeiten | Chevauchement, pas identique |
| 31223 | Berufe in der Kartografie - komplexe Spezialistentätigkeiten | Lié, sans correspondance |
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)
Liens avec la classification japonaise (JSCO)
Liens établis par AI Changing Work, à l’aide de modèles d’IA, entre ce métier et des professions JSCO. Les relations se lisent du point de vue de ce métier.
| Code JSCO | Intitulé JSCO (japonais) | Relation |
|---|---|---|
| 093 | 測量技術者 | Lié, sans correspondance |
| 109 | その他の情報処理・通信技術者 | Lié, sans correspondance |
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)
Sources des données et licences de cette page, et avis de modification et de traduction d'AI Changing Work : Crédits et sources