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
Indice d'exposition à l'IA générative, 0–1 tel que publié
Groupe de base CITP-08 — tous les métiers partageant le code reçoivent cette valeur
Calculé par ce site, non publié par l'OIT : sur les 1 012 professions que ce site relie au jeu de données de l'OIT, 21% atteignent ou dépassent cette valeur.
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.
Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.Details
15-1199
2.009719.5
Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.Details
15-1199
1.459114.2
Determine sources of web page or server problems, and take action to correct such problems.Details
15-1199
0.88828.6
Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.Details
15-1199
0.33693.3
Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.Details
15-1199
0.29712.9
Design databases to support business applications, ensuring system scalability, security, performance and reliability.Details
15-1199
0.24952.4
Consult with multiple stakeholders to define requirements and implement online features.Details
15-1199
0.24382.4
Provide technical guidance or support for the development or troubleshooting of systems.Details
15-1199
0.24122.3
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.Details
15-1199
0.20272.0
Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.Details
15-1199
0.18801.8
Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.Details
15-1199
0.18211.8
Help programmers and systems analysts test and debug new programs.Details
43-9011
0.16101.6
Create, analyze, report, convert, or transfer data, using specialized applications program software.Details
15-1199
0.15711.5
Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.Details
15-1199
0.14411.4
Demonstrate database technical functionality, such as performance, security and reliability.Details
15-1199
0.14191.4
Configure servers to meet functional specifications.Details
15-1199
0.13981.4
Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.Details
15-1199
0.13581.3
Respond to program error messages by finding and correcting problems or terminating the program.Details
43-9011
0.13281.3
Provide feedback and recommendations to developers on software usability and functionality.Details
15-1199
0.13241.3
Document and communicate database schemas, using accepted notations.Details
15-1199
0.12981.3
Analyze, interpret, or disseminate system performance data.Details
15-1199
0.11821.1
Provide guidelines for implementing secure systems to customers or installation teams.Details
15-1199
0.10981.1
Develop transactional Web applications, using Web programming software and knowledge of programming languages, such as hypertext markup language (HTML) and extensible markup language (XML).Details
15-1199
0.10281.0
Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.Details
15-1199
0.09120.9
Document software defects, using a bug tracking system, and report defects to software developers.Details
15-1199
0.08640.8
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.Details
15-1199
0.08200.8
Document technical functions and specifications for new or proposed content management systems.Details
15-1199
0.08070.8
Develop and document database architectures.Details
15-1199
0.07990.8
Synthesize current business intelligence or trend data to support recommendations for action.Details
15-1199
0.07790.8
Test system modifications to prepare for implementation.Details
15-1199
0.07110.7
Develop system engineering, software engineering, system integration, or distributed system architectures.Details
15-1199
0.06940.7
Create content strategies for digital media.Details
15-1199
0.05370.5
Develop application-specific software.Details
15-1199
0.05290.5
Evaluate or recommend server hardware or software.Details
15-1199
0.05150.5
Verify stability, interoperability, portability, security, or scalability of system architecture.Details
15-1199
0.05020.5
Record information such as computer operating time, problems that occurred, and actions taken.Details
43-9011
0.04500.4
Review or update web page content or links in a timely manner, using appropriate tools.Details
15-1199
0.04290.4
Develop or implement procedures for ongoing web site revision.Details
15-1199
0.04230.4
Analyze competitive market strategies through analysis of related product, market, or share trends.Details
15-1199
0.04090.4
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.Details
15-1199
0.04070.4
Create and enforce database development standards.Details
15-1199
0.03860.4
Develop or document style guidelines for web site content.Details
15-1199
0.03820.4
Design or develop automated testing tools.Details
15-1199
0.03800.4
Identify methods for interfacing Web application technologies with enterprise resource planning or other system software.Details
15-1199
0.03450.3
Identify, standardize, and communicate levels of access and security.Details
15-1199
0.03440.3
Search electronic sources, such as databases or repositories, or manual sources for information.Details
15-1199
0.03100.3
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.Details
15-1199
0.03060.3
Administer document and system access rights and revision control to ensure security of system and integrity of master documents.Details
15-1199
0.03050.3
Create visual representations of geospatial data using complex procedures, such as analytical modeling, three-dimensional renderings, or plot creation.Details
15-1199
0.02830.3
Retrieve, separate and sort program output as needed, and send data to specified users.Details
43-9011
0.02630.3
Design and implement warehouse database structures.Details
15-1199
0.02620.3
Evaluate existing systems to determine effectiveness and suggest changes to meet organizational requirements.Details
15-1199
0.02610.3
Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.Details
15-1199
0.02440.2
Operate spreadsheet programs and other types of software to load and manipulate data and to produce reports.Details
43-9011
0.02370.2
Collaborate with web, multimedia, or art design staffs to create multimedia Web sites or other internet content that conforms to brand and company visual format.Details
15-1199
0.02330.2
Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.Details
15-1199
0.02310.2
Maintain library of model documents, templates, or other reusable knowledge assets.Details
15-1199
0.02290.2
Coordinate with developers to optimize Web site architecture, server configuration, or page construction for search engine consumption and optimal visibility.Details
15-1199
0.02270.2
Perform security analyses of developed or packaged software components.Details
15-1199
0.02180.2
Prepare project status reports by collecting, analyzing, and summarizing information and trends.Details
15-1199
0.02120.2
Identify and analyze industry or geographic trends with business strategy implications.Details
15-1199
0.02050.2
Map data between source systems, data warehouses, and data marts.Details
15-1199
0.02010.2
Prepare functional or technical documentation for data warehouses.Details
15-1199
0.01980.2
Execute or manage social media campaigns to inform search marketing tactics.Details
15-1199
0.01970.2
Implement web site security measures, such as firewalls or message encryption.Details
15-1199
0.01950.2
Develop data models for applications, metadata tables, views or related database structures.Details
15-1199
0.01950.2
Document specifications for business intelligence or information technology (IT) reports, dashboards, or other outputs.Details
15-1199
0.01930.2
Implement business rules via stored procedures, middleware, or other technologies.Details
15-1199
0.01900.2
Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.Details
15-1199
0.01860.2
Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.Details
15-1199
0.01820.2
Disseminate information regarding tools, reports, or metadata enhancements.Details
15-1199
0.01820.2
Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.Details
15-1199
0.01650.2
Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.Details
15-1199
0.01520.1
Evaluate or recommend software for testing or bug tracking.Details
15-1199
0.01380.1
Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.Details
15-1199
0.01380.1
Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.Details
15-1199
0.01320.1
Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.Details
15-1199
0.01280.1
Update automated test scripts to ensure currency.Details
15-1199
0.01240.1
Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.Details
15-1199
0.01220.1
Document design specifications, installation instructions, and other system-related information.Details
15-1199
0.01190.1
Check and analyze operating system or application logfiles regularly to verify proper system performance.Details
15-1199
0.01170.1
Collaborate with artists to achieve appropriate visual style.Details
15-1199
0.01170.1
Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).Details
15-1199
0.01170.1
Assist in the assessment, acquisition, or deployment of new electronic document management systems.Details
15-1199
0.01160.1
Monitor bug resolution efforts and track successes.Details
15-1199
0.01110.1
Write, review, or execute plans for testing new or established document management systems.Details
15-1199
0.01090.1
Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists.Details
15-1199
0.01090.1
Coordinate sales or other promotional strategies with merchandising, operations, or inventory control staff to ensure product catalogs are current, accurate, and organized for best findability against user intent.Details
15-1199
0.01070.1
Develop and implement data extraction procedures from other systems, such as administration, billing, or claims.Details
15-1199
0.01040.1
Define and analyze objectives, scope, issues, or organizational impact of information systems.Details
15-1199
0.01000.1
Plan and install upgrades of database management system software to enhance database performance.Details
15-1199
0.00990.1
Design, implement, or operate comprehensive data warehouse systems to balance optimization of data access with batch loading and resource utilization factors, according to customer requirements.Details
15-1199
0.00950.1
Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.Details
15-1199
0.00950.1
Identify system data, hardware, or software components required to meet user needs.Details
15-1199
0.00940.1
Select cartographic elements needed for effective presentation of information.Details
15-1199
0.00940.1
Develop or maintain standards, such as organization, structure, or nomenclature, for the design of data warehouse elements, such as data architectures, models, tools, and databases.Details
15-1199
0.00910.1
Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.Details
15-1199
0.00860.1
Recommend procedures or equipment or software upgrades to increase data accessibility or ease of use.Details
15-1199
0.00860.1
Provide advice on project costs, design concepts, or design changes.Details
15-1199
0.00820.1
Collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.Details
15-1199
0.00790.1
Conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.Details
15-1199
0.00790.1
Provide technical support for existing reports, dashboards, or other tools.Details
15-1199
0.00780.1
Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.Details
15-1199
0.00780.1
Collaborate with other marketing staff to integrate and complement marketing strategies across multiple sales channels.Details
15-1199
0.00730.1
Create or maintain databases of known test defects.Details
15-1199
0.00660.1
Create or implement metadata processes and frameworks.Details
15-1199
0.00660.1
Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.Details
15-1199
0.00660.1
Develop data warehouse process models, including sourcing, loading, transformation, and extraction.Details
15-1199
0.00640.1
Assess current or future customer needs and priorities through communicating directly with customers, conducting surveys, or other methods.Details
15-1199
0.00640.1
Provide or coordinate troubleshooting support for data warehouses.Details
15-1199
0.00610.1
Confer with users to analyze, configure, or troubleshoot applications.Details
15-1199
0.00590.1
Install or configure web server software or hardware to ensure that directory structure is well-defined, logical, secure, and that files are named properly.Details
15-1199
0.00570.1
Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.Details
15-1199
0.00570.1
Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.Details
15-1199
0.00530.1
Test software systems or applications for software enhancements or new products.Details
15-1199
0.00510.0
Implement online customer service processes to ensure positive and consistent user experiences.Details
15-1199
0.00510.0
Purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies.Details
15-1199
0.00470.0
Provide technical support for computer-based Geographic Information Systems (GIS) mapping software.Details
15-1199
0.00440.0
Prepare support documentation and training materials for end users of document management systems.Details
15-1199
0.00430.0
Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.Details
15-1199
0.00430.0
Prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff.Details
15-1199
0.00420.0
Communicate with staff or clients to understand specific system requirements.Details
15-1199
0.00400.0
Analyze technology trends to identify markets for future product development or to improve sales of existing products.Details
15-1199
0.00400.0
Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.Details
15-1199
0.00390.0
Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications.Details
15-1199
0.00390.0
Review designs, codes, test plans, or documentation to ensure quality.Details
15-1199
0.00390.0
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.Details
15-1199
0.00390.0
Develop or maintain archived procedures, procedural codes, or queries for applications.Details
15-1199
0.00380.0
Participate in the development or implementation of online marketing strategy.Details
15-1199
0.00380.0
Gather, analyze, or document user feedback to locate or resolve sources of problems.Details
15-1199
0.00360.0
Monitor or track project milestones and deliverables.Details
15-1199
0.00360.0
Set up database clusters, backup, or recovery processes.Details
15-1199
0.00350.0
Conduct financial modeling for online marketing programs or Web site revenue forecasting.Details
15-1199
0.00350.0
Provide technical support to junior staff or clients.Details
15-1199
0.00330.0
Design, program, or model Geographic Information Systems (GIS) applications or procedures.Details
15-1199
0.00330.0
Notify supervisor or computer maintenance technicians of equipment malfunctions.Details
43-9011
0.00310.0
Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.Details
15-1199
0.00310.0
Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.Details
15-1199
0.00300.0
Develop or approve project plans, schedules, or budgets.Details
15-1199
0.00300.0
Develop efficient and effective system controllers.Details
15-1199
0.00300.0
Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.Details
15-1199
0.00300.0
Maintain or modify existing Geographic Information Systems (GIS) databases.Details
15-1199
0.00300.0
Select methods, techniques, or criteria for data warehousing evaluative procedures.Details
15-1199
0.00290.0
Guide design discussions between development teams.Details
15-1199
0.00290.0
Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.Details
15-1199
0.00260.0
Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.Details
15-1199
0.00260.0
Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.Details
15-1199
0.00260.0
Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.Details
15-1199
0.00260.0
Analyze Geographic Information Systems (GIS) data to identify spatial relationships or display results of analyses, using maps, graphs, or tabular data.Details
15-1199
0.00250.0
Verify the structure, accuracy, or quality of warehouse data.Details
15-1199
0.00250.0
Identify, review, or select vendors or consultants to meet project needs.Details
15-1199
0.00250.0
Conduct historical analyses of test results.Details
15-1199
0.00230.0
Establish and execute a project communication plan.Details
15-1199
0.00220.0
Develop, document, or maintain standards, best practices, or system usage procedures.Details
15-1199
0.00220.0
Provide technical support during software installation or configuration.Details
15-1199
0.00200.0
Submit project deliverables, ensuring adherence to quality standards.Details
15-1199
0.00200.0
Define product requirements, based on market research analysis, in collaboration with user interface design and engineering staff.Details
15-1199
0.00200.0
Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.Details
15-1199
0.00200.0
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
βE1 + 0.5 × E2
Submit project deliverables, ensuring adherence to quality standards.Details
O*NET Task ID 16152
1.0
Initiate, review, or approve modifications to project plans.Details
O*NET Task ID 16159
1.0
Develop and manage work breakdown structure (WBS) of information technology projects.Details
O*NET Task ID 16171
1.0
Perform risk assessments to develop response strategies.Details
O*NET Task ID 16151
0.5
Monitor the performance of project team members, providing and documenting performance feedback.Details
O*NET Task ID 16153
0.5
Confer with project personnel to identify and resolve problems.Details
O*NET Task ID 16154
0.5
Assess current or future customer needs and priorities by communicating directly with customers, conducting surveys, or other methods.Details
O*NET Task ID 16155
0.5
Schedule and facilitate meetings related to information technology projects.Details
O*NET Task ID 16156
0.5
Monitor or track project milestones and deliverables.Details
O*NET Task ID 16157
0.5
Negotiate with project stakeholders or suppliers to obtain resources or materials.Details
O*NET Task ID 16158
0.5
Identify, review, or select vendors or consultants to meet project needs.Details
O*NET Task ID 16160
0.5
Establish and execute a project communication plan.Details
O*NET Task ID 16161
0.5
Identify need for initial or supplemental project resources.Details
O*NET Task ID 16162
0.5
Direct or coordinate activities of project personnel.Details
O*NET Task ID 16163
0.5
Develop implementation plans that include analyses such as cost-benefit or return on investment (ROI).Details
O*NET Task ID 16164
0.5
Coordinate recruitment or selection of project personnel.Details
O*NET Task ID 16165
0.5
Develop and manage annual budgets for information technology projects.Details
O*NET Task ID 16166
0.5
Assign duties, responsibilities, and spans of authority to project personnel.Details
O*NET Task ID 16167
0.5
Prepare project status reports by collecting, analyzing, and summarizing information and trends.Details
O*NET Task ID 16168
0.5
Manage project execution to ensure adherence to budget, schedule, and scope.Details
O*NET Task ID 16169
0.5
Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.Details
O*NET Task ID 16170
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
Informations professionnelles
Description professionnelle de l’OIT
Database and Network Professionals Not Elsewhere Classified
Spécialistes des bases de données et des réseaux d'ordinateurs non classés ailleurs
This unit group includes database and network professionals not classified elsewhere in Minor Group 252: Database and Network Professionals. For instance, the group includes information and communications technology security specialists.
Tâches
In such cases tasks would include -
(a) developing plans to safeguard computer files against accidental or unauthorized modification, destruction or disclosure and to meet emergency data processing needs;
(b) training users and promoting security awareness to ensure system security and to improve server and network efficiency;
(c) conferring with users to discuss issues such as computer data access needs, security violations, and programming changes;
(d) monitoring current reports of computer viruses to determine when to update virus protection systems;
(e) modifying computer security files to incorporate new software, correct errors or change individual access status;
(f) monitoring use of data files and regulate access to safeguard information in computer files;
(g) performing risk assessments and executing tests of data processing system to ensure functioning of data processing activities and security measures;
(h) encrypting data transmissions and erecting firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.
Exemples de métiers
Data miner · Digital forensic specialist · Security specialist (ICT)
Correspondance indirecte — cette profession est reliée au groupe de base ISCO par une règle de repli.
Les administrateurs de la sécurité des TIC planifient et mettent en œuvre des mesures de sécurité pour protéger les informations et les données relatives à l’accès non autorisé, à l’attaque délibérée, au vol et à la corruption.
spécialiste de l’investigation numériqueESCO 2529.2
Les experts en criminalistique numérique extraient et analysent les informations provenant des ordinateurs et d’autres types de dispositifs de stockage de données. Ils examinent les médias numériques qui peuvent avoir été dissimulés, cryptés ou endommagés, d’une manière légale, dans le but d’identifier, de préserver, de valoriser, d’analyser et de présenter des faits et des opinions sur les informations numériques.
consultant en sécurité informatique/consultante en sécurité informatiqueESCO 2529.6
Des consultants dans le domaine de la sécurité des TIC conseillent et mettent en œuvre des solutions pour contrôler l’accès aux données et aux programmes. Ils favorisent l’échange sécurisé d’informations.
responsable de la sécurité des TICESCO 2529.1
Les chefs des services de sécurité des TIC protègent les informations sur les entreprises et les travailleurs contre tout accès non autorisé. Ils définissent également la politique de sécurité du système d’information, gèrent le déploiement de la sécurité dans tous les systèmes d’information et assurent la disponibilité des informations.
hacker éthiqueESCO 2529.3
Les hackers informatiques éthiques effectuent des évaluations de la vulnérabilité à la sécurité et des tests de pénétration, conformément aux méthodes et protocoles acceptés par l’industrie. Ils analysent les systèmes susceptibles de créer des vulnérabilités susceptibles de résulter d’une configuration inadéquate du système, de défaillances matérielles ou logicielles ou de faiblesses opérationnelles.
responsable de la sécurité informatiqueESCO 2529.7
Les gestionnaires de la sécurité des TIC proposent et mettent en œuvre les mises à jour nécessaires en matière de sécurité. Ils conseillent, soutiennent, informent et assurent la formation et la sensibilisation à la sécurité et engagent des actions directes sur tout ou partie d’un réseau ou d’un système.
ingénieur de la connaissance/ingénieure de la connaissanceESCO 2529.8
Les ingénieurs de la connaissance intègrent des connaissances structurées dans les systèmes informatiques (bases de connaissances) afin de résoudre des problèmes complexes nécessitant normalement un niveau élevé d’expertise humaine ou de méthodes d’intelligence artificielle. Ils sont également responsables de recueillir ou d’extraire des connaissances provenant de sources d’information, en tenant compte de ces connaissances et en les mettant à la disposition de l’organisation ou des utilisateurs. Pour ce faire, ils sont conscients des techniques de représentation et de maintenance des connaissances (règles, cadres, filets sémantiques, ontologies) et utilisent des techniques et outils d’extraction de connaissances. Ils peuvent concevoir et construire des experts ou des systèmes d’intelligence artificielle qui utilisent ces connaissances.
responsable de la résilience informatiqueESCO 2529.4
Recherche, plan et élaboration de modèles, de politiques, de méthodes, de techniques et d’outils pour renforcer la cybersécurité, la résilience et le rétablissement après sinistre de l’organisation.
Source:European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ESCO reuse terms and the modification notice are in Credits.
Shown in the original Korean. This dataset is published under KOGL Type 4, which prohibits derivative works including translation, so the text is reproduced unaltered.
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Related occupations
정보 보안 전문가
The KNOW occupations and KECO codes listed here were linked to this page's occupation by this site; this is not a correspondence defined by the Korea Employment Information Service or the Ministry of Employment and Labor.
Projected change: +5.1%
Median wage: $117K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K