Computer Systems Engineers

Computer & Mathematical

AI exposure

Data source: BLSPublished: 2026-08
Very high· relative
LowFour relative bandsVery high
Group-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
Source dataset (XLSX download)
Data source: AnthropicPublished: 2026-03
0.311
0.000Range of values carried here0.745
Scale, basis and source
Observed exposure index, 0–1 as published
Mapped onto O*NET tasks
Source dataset
Data source: ILOPublished: 2025
0.49
0.09Range of values carried here0.70
Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 21% score at or above this value.
Source dataset

What kind of figure this source publishes

The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.

Task-level exposure

Show 147 hidden tasks

Task	Claude.aiRaw / share %	APIRaw / share %
Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies. 15-1199	2.845333.3	2.840919.9
Provide feedback and recommendations to developers on software usability and functionality. 15-1199	0.49125.8	0.49793.5
Determine sources of web page or server problems, and take action to correct such problems. 15-1199	0.44045.2	0.36932.6
Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks. 15-1199	0.37994.4	2.809019.7
Consult with multiple stakeholders to define requirements and implement online features. 15-1199	0.28483.3	0.08500.6
Search electronic sources, such as databases or repositories, or manual sources for information. 15-1199	0.21672.5	0.10390.7
Develop transactional Web applications, using Web programming software and knowledge of programming languages, such as hypertext markup language (HTML) and extensible markup language (XML). 15-1199	0.18952.2	0.09370.7
Provide technical guidance or support for the development or troubleshooting of systems. 15-1199	0.18382.2	0.02020.1
Configure servers to meet functional specifications. 15-1199	0.15971.9	0.20981.5
Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source. 15-1199	0.15711.8	0.64864.5
Design databases to support business applications, ensuring system scalability, security, performance and reliability. 15-1199	0.15581.8	0.06930.5
Evaluate or recommend server hardware or software. 15-1199	0.14821.7	0.08660.6
Document software defects, using a bug tracking system, and report defects to software developers. 15-1199	0.14401.7	1.08017.6
Develop or implement procedures for ongoing web site revision. 15-1199	0.12191.4	0.13530.9
Help programmers and systems analysts test and debug new programs. 43-9011	0.11571.4	0.22441.6
Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction. 15-1199	0.11011.3	0.11270.8
Develop application-specific software. 15-1199	0.10841.3	0.14041.0
Evaluate or recommend software for testing or bug tracking. 15-1199	0.09371.1	0.02890.2
Demonstrate database technical functionality, such as performance, security and reliability. 15-1199	0.08070.9	0.03420.2
Perform security analyses of developed or packaged software components. 15-1199	0.07590.9	1.06847.5
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. 15-1199	0.07450.9	0.05350.4
Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions. 15-1199	0.07210.8	0.04970.3
Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements. 15-1199	0.07150.8	0.07470.5
Identify methods for interfacing Web application technologies with enterprise resource planning or other system software. 15-1199	0.07000.8	0.06670.5
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance. 15-1199	0.06980.8	0.01890.1
Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements. 15-1199	0.06850.8	0.03070.2
Respond to program error messages by finding and correcting problems or terminating the program. 43-9011	0.06480.8	0.09250.6
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources. 15-1199	0.06440.8	0.20631.4
Develop or document style guidelines for web site content. 15-1199	0.05410.6	0.02230.2
Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow. 15-1199	0.05160.6	0.08910.6
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs. 15-1199	0.04680.5	0.04030.3
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders. 15-1199	0.04670.5	0.06490.5
Develop system engineering, software engineering, system integration, or distributed system architectures. 15-1199	0.04540.5	0.01140.1
Document and communicate database schemas, using accepted notations. 15-1199	0.04290.5	0.10270.7
Create content strategies for digital media. 15-1199	0.04270.5	0.01160.1
Record information such as computer operating time, problems that occurred, and actions taken. 43-9011	0.03960.5	0.15741.1
Identify, standardize, and communicate levels of access and security. 15-1199	0.03770.4	0.04580.3
Develop and document database architectures. 15-1199	0.03390.4	0.02620.2
Prepare project status reports by collecting, analyzing, and summarizing information and trends. 15-1199	0.03230.4	0.04190.3
Develop data models for applications, metadata tables, views or related database structures. 15-1199	0.03190.4	0.02600.2
Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures. 15-1199	0.03130.4	0.04120.3
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. 15-1199	0.03110.4	0.02050.1
Analyze, interpret, or disseminate system performance data. 15-1199	0.02990.4	0.13100.9
Provide or coordinate troubleshooting support for data warehouses. 15-1199	0.02720.3	0.00760.1
Design or develop automated testing tools. 15-1199	0.02590.3	0.11930.8
Develop and implement data extraction procedures from other systems, such as administration, billing, or claims. 15-1199	0.02360.3	0.03380.2
Provide guidelines for implementing secure systems to customers or installation teams. 15-1199	0.02330.3	0.00580.0
Review or update web page content or links in a timely manner, using appropriate tools. 15-1199	0.02280.3	0.07700.5
Synthesize current business intelligence or trend data to support recommendations for action. 15-1199	0.02140.3	0.01070.1
Disseminate information regarding tools, reports, or metadata enhancements. 15-1199	0.02110.2	0.01050.1
Retrieve, separate and sort program output as needed, and send data to specified users. 43-9011	0.02040.2	0.06270.4
Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs). 15-1199	0.01990.2	0.02380.2
Create, analyze, report, convert, or transfer data, using specialized applications program software. 15-1199	0.01940.2	0.13731.0
Analyze competitive market strategies through analysis of related product, market, or share trends. 15-1199	0.01920.2	0.00380.0
Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software. 15-1199	0.01860.2	0.01760.1
Provide advice on project costs, design concepts, or design changes. 15-1199	0.01810.2	—0
Identify and analyze industry or geographic trends with business strategy implications. 15-1199	0.01730.2	0.00260.0
Design and implement warehouse database structures. 15-1199	0.01620.2	0.01370.1
Coordinate with developers to optimize Web site architecture, server configuration, or page construction for search engine consumption and optimal visibility. 15-1199	0.01490.2	0.01450.1
Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications. 15-1199	0.01480.2	0.00480.0
Provide technical support to junior staff or clients. 15-1199	0.01480.2	0.00330.0
Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel. 15-1199	0.01420.2	0.11440.8
Identify system data, hardware, or software components required to meet user needs. 15-1199	0.01420.2	0.00670.0
Prepare functional or technical documentation for data warehouses. 15-1199	0.01360.2	0.00260.0
Document technical functions and specifications for new or proposed content management systems. 15-1199	0.01330.2	0.00570.0
Execute or manage social media campaigns to inform search marketing tactics. 15-1199	0.01310.2	0.01190.1
Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing. 15-1199	0.01300.2	0.00530.0
Implement web site security measures, such as firewalls or message encryption. 15-1199	0.01230.1	0.00440.0
Create visual representations of geospatial data using complex procedures, such as analytical modeling, three-dimensional renderings, or plot creation. 15-1199	0.01220.1	0.00350.0
Operate spreadsheet programs and other types of software to load and manipulate data and to produce reports. 43-9011	0.01170.1	0.00690.0
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. 15-1199	0.01160.1	0.01350.1
Test system modifications to prepare for implementation. 15-1199	0.01140.1	0.24481.7
Provide training or technical assistance in web site implementation or use. 15-1199	0.01120.1	0.00210.0
Evaluate existing systems to determine effectiveness and suggest changes to meet organizational requirements. 15-1199	0.01040.1	0.00610.0
Map data between source systems, data warehouses, and data marts. 15-1199	0.01020.1	0.03490.2
Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications. 15-1199	0.00990.1	0.01090.1
Analyze technology trends to identify markets for future product development or to improve sales of existing products. 15-1199	0.00990.1	—0
Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content. 15-1199	0.00950.1	0.00720.1
Assist in the assessment, acquisition, or deployment of new electronic document management systems. 15-1199	0.00930.1	0.01600.1
Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns. 15-1199	0.00920.1	0.01570.1
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. 15-1199	0.00920.1	0.00660.0
Gather, analyze, or document user feedback to locate or resolve sources of problems. 15-1199	0.00890.1	0.03480.2
Administer document and system access rights and revision control to ensure security of system and integrity of master documents. 15-1199	0.00880.1	0.03410.2
Perform system analysis, data analysis or programming, using a variety of computer languages and procedures. 15-1199	0.00870.1	0.36762.6
Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites. 15-1199	0.00850.1	0.01320.1
Verify stability, interoperability, portability, security, or scalability of system architecture. 15-1199	0.00830.1	0.00490.0
Develop data warehouse process models, including sourcing, loading, transformation, and extraction. 15-1199	0.00820.1	0.00690.0
Plan and install upgrades of database management system software to enhance database performance. 15-1199	0.00820.1	0.00400.0
Provide technical support for existing reports, dashboards, or other tools. 15-1199	0.00810.1	0.01260.1
Monitor bug resolution efforts and track successes. 15-1199	0.00790.1	0.18241.3
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. 15-1199	0.00790.1	0.00850.1
Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods. 15-1199	0.00770.1	0.02140.1
Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users. 15-1199	0.00770.1	0.00150.0
Develop implementation plans that include analyses such as cost-benefit or return on investment (ROI). 15-1199	0.00740.1	—0
Provide technical support for computer-based Geographic Information Systems (GIS) mapping software. 15-1199	0.00730.1	0.00250.0
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. 15-1199	0.00720.1	0.00350.0
Communicate with staff or clients to understand specific system requirements. 15-1199	0.00710.1	—0
Maintain library of model documents, templates, or other reusable knowledge assets. 15-1199	0.00670.1	0.00860.1
Track, compile, and analyze web site usage data. 15-1199	0.00610.1	0.03350.2
Create and enforce database development standards. 15-1199	0.00610.1	0.00640.0
Document design specifications, installation instructions, and other system-related information. 15-1199	0.00590.1	0.00460.0
Purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies. 15-1199	0.00580.1	0.00330.0
Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability. 15-1199	0.00560.1	—0
Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software. 15-1199	0.00530.1	0.00320.0
Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices. 15-1199	0.00530.1	0.00170.0
Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components. 15-1199	0.00520.1	0.00190.0
Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends. 15-1199	0.00520.1	0.00190.0
Collaborate with artists to achieve appropriate visual style. 15-1199	0.00510.1	0.00610.0
Develop or maintain archived procedures, procedural codes, or queries for applications. 15-1199	0.00500.1	0.01090.1
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. 15-1199	0.00500.1	0.01000.1
Update automated test scripts to ensure currency. 15-1199	0.00490.1	0.07690.5
Prepare support documentation and training materials for end users of document management systems. 15-1199	0.00440.1	—0
Recommend procedures or equipment or software upgrades to increase data accessibility or ease of use. 15-1199	0.00430.1	—0
Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information. 15-1199	0.00370.0	—0
Confer with users to analyze, configure, or troubleshoot applications. 15-1199	0.00360.0	0.00580.0
Maintain or modify existing Geographic Information Systems (GIS) databases. 15-1199	0.00360.0	0.00580.0
Design, program, or model Geographic Information Systems (GIS) applications or procedures. 15-1199	0.00360.0	—0
Monitor or track project milestones and deliverables. 15-1199	0.00350.0	0.01860.1
Notify supervisor or computer maintenance technicians of equipment malfunctions. 43-9011	0.00350.0	0.00510.0
Select cartographic elements needed for effective presentation of information. 15-1199	0.00350.0	—0
Assess current or future customer needs and priorities through communicating directly with customers, conducting surveys, or other methods. 15-1199	0.00340.0	0.00590.0
Define and analyze objectives, scope, issues, or organizational impact of information systems. 15-1199	0.00340.0	0.00190.0
Manage timely flow of business intelligence information to users. 15-1199	0.00300.0	0.00440.0
Identify, review, or select vendors or consultants to meet project needs. 15-1199	0.00280.0	0.00210.0
Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff. 15-1199	0.00280.0	—0
Direct or coordinate activities of project personnel. 15-1199	0.00270.0	0.01330.1
Analyze Geographic Information Systems (GIS) data to identify spatial relationships or display results of analyses, using maps, graphs, or tabular data. 15-1199	0.00260.0	0.01060.1
Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts. 15-1199	0.00250.0	0.00170.0
Define product requirements, based on market research analysis, in collaboration with user interface design and engineering staff. 15-1199	0.00250.0	—0
Create or implement metadata processes and frameworks. 15-1199	0.00240.0	0.02360.2
Implement business rules via stored procedures, middleware, or other technologies. 15-1199	0.00220.0	0.02800.2
Conduct needs assessments to identify document management requirements of departments or end users. 15-1199	0.00220.0	0.00210.0
Develop or approve project plans, schedules, or budgets. 15-1199	0.00220.0	—0
Check and analyze operating system or application logfiles regularly to verify proper system performance. 15-1199	0.00210.0	0.03980.3
Select methods, techniques, or criteria for data warehousing evaluative procedures. 15-1199	0.00210.0	0.00210.0
Write, review, or execute plans for testing new or established document management systems. 15-1199	0.00190.0	0.00200.0
Prepare training materials for or make presentations to Geographic Information Systems (GIS) users. 15-1199	0.00190.0	—0
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. 15-1199	0.00180.0	0.01330.1
Identify, evaluate, or procure hardware or software for implementing online marketing campaigns. 15-1199	0.00180.0	0.00270.0
Execute or manage banner, video, or other non-text link ad campaigns. 15-1199	0.00180.0	0.00250.0
Provide technical support during software installation or configuration. 15-1199	0.00180.0	0.00160.0
Collaborate with other marketing staff to integrate and complement marketing strategies across multiple sales channels. 15-1199	0.00180.0	—0
Confer with project personnel to identify and resolve problems. 15-1199	0.00170.0	0.00250.0
Participate in the development or implementation of online marketing strategy. 15-1199	0.00160.0	—0
Initiate, review, or approve modifications to project plans. 15-1199	0.00150.0	—0
Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists.	—0	0.01440.1
Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.	—0	0.00760.1
Investigate customer problems referred by technical support.	—0	0.00580.0
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.	—0	0.00520.0
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	0.00440.0
Manage project execution to ensure adherence to budget, schedule, and scope.	—0	0.00400.0
Identify or monitor current and potential customers, using business intelligence tools.	—0	0.00350.0
Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.	—0	0.00260.0
Monitor the performance of project team members, providing and documenting performance feedback.	—0	0.00220.0
Operate data capture technology to import digitized documents into document management system.	—0	0.00210.0
Consult with end users regarding problems in accessing electronic content.	—0	0.00190.0
Implement online customer service processes to ensure positive and consistent user experiences.	—0	0.00170.0
Execute and manage communications with digital journalists or bloggers.	—0	0.00170.0
Show 148 more tasks ▾Show less ▴

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
Document design specifications, installation instructions, and other system-related information. O*NET Task ID 14668	1.0
Verify stability, interoperability, portability, security, or scalability of system architecture. O*NET Task ID 14669	1.0
Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components. O*NET Task ID 14670	1.0
Provide technical guidance or support for the development or troubleshooting of systems. O*NET Task ID 14672	1.0
Provide customers or installation teams guidelines for implementing secure systems. O*NET Task ID 14674	1.0
Investigate system component suitability for specified purposes, and make recommendations regarding component use. O*NET Task ID 14677	1.0
Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software. O*NET Task ID 14678	1.0
Configure servers to meet functional specifications. O*NET Task ID 14679	1.0
Develop system engineering, software engineering, system integration, or distributed system architectures. O*NET Task ID 14682	1.0
Design and conduct hardware or software tests. O*NET Task ID 14683	1.0
Establish functional or system standards to address operational requirements, quality requirements, and design constraints. O*NET Task ID 14684	1.0
Research, test, or verify proper functioning of software patches and fixes. O*NET Task ID 14686	1.0
Communicate project information through presentations, technical reports, or white papers. O*NET Task ID 14687	1.0
Develop application-specific software. O*NET Task ID 14692	1.0
Develop efficient and effective system controllers. O*NET Task ID 14693	1.0
Communicate with staff or clients to understand specific system requirements. O*NET Task ID 14666	0.5
Provide advice on project costs, design concepts, or design changes. O*NET Task ID 14667	0.5
Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability. O*NET Task ID 14671	0.5
Identify system data, hardware, or software components required to meet user needs. O*NET Task ID 14673	0.5
Monitor system operation to detect potential problems. O*NET Task ID 14675	0.5
Direct the analysis, development, and operation of complete computer systems. O*NET Task ID 14676	0.5
Develop or approve project plans, schedules, or budgets. O*NET Task ID 14680	0.5
Define and analyze objectives, scope, issues, or organizational impact of information systems. O*NET Task ID 14681	0.5
Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements. O*NET Task ID 14685	0.5
Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions. O*NET Task ID 14688	0.5
Direct the installation of operating systems, network or application software, or computer or network hardware. O*NET Task ID 14689	0.5
Train system users in system operation or maintenance. O*NET Task ID 14690	0.5
Perform security analyses of developed or packaged software components. O*NET Task ID 14691	0.5
Show 18 more tasks ▾Show less ▴

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

Occupation information

ILO

ESCO occupational vocabulary

ICT security administratorESCO 2529.5
ICT security administrators plan and carry out security measures to protect information and data from unauthorised access, deliberate attack, theft and corruption.
digital forensics expertESCO 2529.2
Digital forensics experts retrieve and analyse information from computers and other types of data storage devices. They examine digital media that may have been hidden, encrypted or damaged, in a forensic manner with the aim to identify, preserve, recover, analyse and present facts and opinions about the digital information.
ICT security consultantESCO 2529.6
ICT security consultants advise and implement solutions to control access to data and programs. They promote a safe exchange of information.
chief ICT security officerESCO 2529.1
Chief ICT security officers protect company and employee information against unauthorized access. They also define the Information System security policy, manage security deployment across all Information Systems and ensure the provision of information availability.
ethical hackerESCO 2529.3
Ethical hackers perform security vulnerability assessments and penetration tests in accordance with industry-accepted methods and protocols. They analyse systems for potential vulnerabilities that may result from improper system configuration, hardware or software flaws, or operational weaknesses.
ICT security managerESCO 2529.7
ICT security managers propose and implement necessary security updates. They advise, support, inform and provide training and security awareness and take direct action on all or part of a network or system.
knowledge engineerESCO 2529.8
Knowledge engineers integrate structured knowledge into computer systems (knowledge bases) in order to solve complex problems normally requiring a high level of human expertise or artificial intelligence methods. They are also responsible for eliciting or extracting knowledge from information sources, maintaining this knowledge, and making it available to the organisation or users. To achieve this, they are aware of knowledge representation and maintenance techniques (rules, frames, semantic nets, ontologies) and use knowledge extraction techniques and tools. They can design and build expert or artificial intelligence systems that use this knowledge.
ICT resilience managerESCO 2529.4
ICT resilience managers research, plan and develop models, policies, methods, techniques and tools that enhance an organisation's cyber security, resilience and disaster recovery.

Source: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

License: CC BY 4.0 (EU Reuse Notice)

View original

ESCO reuse terms and the modification notice are in Credits.

KEIS2025

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.

정보 보안 전문가KNOW K000000832
Job outlook: 증가(43%) 현상유지(17%) 감소(40%)
Wages (10,000 KRW): lower(25%) 4.788K average(50%) 6.0K upper(25%) 8.373K
minacross 461 KNOW occupationsmax
Job satisfaction: 70.4
minacross 461 KNOW occupationsmax
Details
Duties
- -조직의 정보보호 정책, 표준, 기본방침, 절차, 모니터링 방법 등을 분석하여 정보보호 관련 환경수준을 평가한다.
- -네트워크의 위험하고 취약한 요소를 파악하여 대비책을 마련한다.
- -인트라넷, 엑스트라넷, 업무 관련 솔루션 및 제휴업체를 연결하는 정보보호 아키텍쳐를 구현한다.
- -조직의 정보보호 수준을 최상으로 유지하기 위해 정기적으로 정보보호 수준을 평가하고, 새롭게 대두되는 정보보호 방식을 채택한다.
- -인터넷망을 통한 외부로부터의 불법적인 침입을 차단하기 위해 방화벽을 구축한다.
- -외부로부터의 불법적인 침입을 탐지하기 위한 시스템을 개발한다.
- -컴퓨터 시스템에 대한 접근 권한을 부여한다.
- -컴퓨터 바이러스 백신 프로그램을 개발·보급한다.
- -컴퓨터 바이러스에 감염된 데이터를 복구한다.
- -정보보호 관련 소프트웨어 제품을 기획한다.
- -정보보호 업무 전반에 대하여 최고 경영자 및 업무관리자에게 보고하고, 이들을 대상으로 교육한다.
- -정보보호제도 입안 과정에 참여하여 기술 규격 및 표준화 제정에 협력한다.
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Work abilities
기술 분석(99) · 전산(99) · 문제 해결(97) · 논리적 분석(95) · 모니터링(Monitoring)(94)
Knowledge
컴퓨터와 전자공학(95) · 통신(95) · 법(82) · 영어(81) · 공학과 기술(79)
Work environment
앉아서 근무(89) · 이메일 이용하기(89) · 다른 사람과의 상호작용(87) · 다른 사람들을 조율하거나 이끌기(84) · 재택근무(84)
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네트워크시스템개발자(네트워크엔지니어)
네트워크시스템개발자(네트워크엔지니어)KNOW K000000968
Job outlook: 증가(22%) 현상유지(32%) 감소(45%)
Wages (10,000 KRW): lower(25%) 4.1K average(50%) 6.0K upper(25%) 9.0K
minacross 461 KNOW occupationsmax
Job satisfaction: 70
minacross 461 KNOW occupationsmax
Details
Duties
- -전체적인 네트워크시스템의 구조를 분석하고 평가하여 문제점과 개선책을 도출한다.
- -사용자의 요구사항에 부합되는 기본적인 네트워크 시스템의 구조를 기능성, 안정성, 확장성, 변경가능성, 관리 용이성에 입각하여 설계한다.
- -구성요소에 대한 세부적 사양을 설정한다
- -네트워크 관련 시스템에 대한 조사·분석과 벤치마킹의 과정을 통해 활용 가능성을 평가한다.
- -평가 검증된 네트워크 시스템을 기초로 세부적으로 시스템을 설계한다.
- -시스템 구축 전에 네트워크 장비들에 대한 설치 위치, 환경, 케이블 등의 구비 요건을 확인·점검한다.
- -시스템이 도입되면 단위 시스템에 대한 인터페이스와 설치 과정을 통해 시스템의 기능과 성능을 평가한다. -
- -단위 시스템의 평가가 완료되면 전체적으로 네트워크 시스템과 컴퓨터 시스템들을 통합 연동하여 종합적으로 평가하고 분석한다.
- -통합 구축된 네트워크 시스템의 시험 평가가 완료되면, 실제 운영에 대비한 네트워크 시스템의 운영 관리체계를 정립한다.
- -구축 완료된 네트워크 시스템에 대해서 일정 기간 실제 운영한 데이터를 분석·평가하여 시스템의 조정과정을 거쳐 기능과 성능을 향상시킨다.
- -네트워크의 고장이 발생하였을 경우 네트워크 관리자와 함께 원인을 파악하고, 복구를 위한 대책을 강구한다.
- -네트워크 시스템에 관한 보안 정책을 수립하고, 네트워크를 통한 해킹을 방지하기 위한 기술적 보안과 관리적 보안을 설계한다.
- -네트워크의 기술 동향 및 추세를 지속적으로 조사·분석하여 정보기술의 변화에 대비한다.
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Work abilities
전산(97) · 기술 설계(97) · 장비의 유지(97) · 고장의 발견.수리(96) · 작동 점검(95)
Knowledge
통신(97) · 컴퓨터와 전자공학(90) · 영어(81) · 공학과 기술(81) · 고객서비스(66)
Work environment
이메일 이용하기(88) · 공문, 문서 주고받기(84) · 반복적인 신체행동, 정신적 활동(84) · 다른 사람들을 조율하거나 이끌기(84) · 전화 대화하기(83)
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