Arquitetos de Banco de Dados

Computação e Matemática

Exposição à IA

Fonte dos dados: BLSPublicado: 2026-08
Muito alto· relativa
BaixoQuatro faixas relativasMuito alto
Valor por grupo ocupacional
Escala, base e fonte
Quatro faixas relativas (Baixo / Moderado / Alto / Muito alto)
831 ocupações detalhadas da tabela de projeções de emprego do BLS. O valor é atribuído por código da National Employment Matrix (NEM), pelo que as ocupações que partilham um código NEM recebem a mesma banda
Conjunto de dados de origem (transferência XLSX)
Fonte dos dados: AnthropicPublicado: 2026-03
0.579
0.000Intervalo dos valores aqui apresentados0.745
Escala, base e fonte
Índice de exposição observada, 0–1 tal como publicado
Mapeado sobre tarefas O*NET
Conjunto de dados de origem
Fonte dos dados: ILOPublicado: 2025
0.57
0.09Intervalo dos valores aqui apresentados0.70
Valor por grupo ocupacional
Escala, base e fonte
Índice de exposição à IA generativa, 0–1 tal como publicado
Grupo de base CITP-08 — todas as ocupações com o mesmo código recebem este valor
Calculado por este site, não publicado pela OIT: das 1.012 ocupações que este site liga ao conjunto de dados da OIT, 7% atingem ou superam este valor.
Conjunto de dados de origem

Que tipo de valor esta fonte publica

A categoria de BLS é uma posição relativa, não um nível absoluto, e também não é uma medição de primeira mão: agrupa em quatro faixas as posições percentis da ocupação em vários estudos publicados. Não é uma previsão de emprego ou de salários, não é uma probabilidade de adoção e não distingue automação de aumento.

Task-level exposure

Ver 141 tarefas ocultas

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	3.672938.5	3.472222.7
Provide feedback and recommendations to developers on software usability and functionality. 15-1199	0.41494.4	0.49653.2
Determine sources of web page or server problems, and take action to correct such problems. 15-1199	0.39964.2	0.22081.4
Test programs or databases, correct errors, and make necessary modifications. 15-1141	0.37523.9	2.133613.9
Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks. 15-1199	0.33323.5	2.414115.8
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	0.27832.9	0.13160.9
Modify existing databases and database management systems or direct programmers and analysts to make changes. 15-1141	0.23392.5	0.16421.1
Consult with multiple stakeholders to define requirements and implement online features. 15-1199	0.20422.1	0.08160.5
Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source. 15-1199	0.17401.8	0.38842.5
Search electronic sources, such as databases or repositories, or manual sources for information. 15-1199	0.16851.8	0.15241.0
Configure servers to meet functional specifications. 15-1199	0.16611.7	0.15381.0
Design databases to support business applications, ensuring system scalability, security, performance and reliability. 15-1199	0.15501.6	0.07380.5
Provide technical guidance or support for the development or troubleshooting of systems. 15-1199	0.15321.6	0.01480.1
Document software defects, using a bug tracking system, and report defects to software developers. 15-1199	0.13321.4	0.75794.9
Develop application-specific software. 15-1199	0.12671.3	0.16031.0
Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions. 15-1199	0.12621.3	0.03210.2
Evaluate or recommend server hardware or software. 15-1199	0.12391.3	0.06100.4
Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction. 15-1199	0.11771.2	0.20811.4
Demonstrate database technical functionality, such as performance, security and reliability. 15-1199	0.10361.1	0.03580.2
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	0.10181.1	0.04380.3
Develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs. 15-1141	0.09681.0	—0
Develop or implement procedures for ongoing web site revision. 15-1199	0.09611.0	0.11000.7
Perform security analyses of developed or packaged software components. 15-1199	0.06900.7	1.05006.9
Evaluate or recommend software for testing or bug tracking. 15-1199	0.06770.7	0.03140.2
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance. 15-1199	0.05670.6	0.02480.2
Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements. 15-1199	0.05560.6	0.03860.3
Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow. 15-1199	0.05430.6	0.05500.4
Identify methods for interfacing Web application technologies with enterprise resource planning or other system software. 15-1199	0.05210.5	0.04560.3
Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements. 15-1199	0.05070.5	0.02110.1
Develop data model describing data elements and how they are used, following procedures and using pen, template or computer software. 15-1141	0.04390.5	0.05110.3
Document and communicate database schemas, using accepted notations. 15-1199	0.04350.5	0.06890.4
Develop or document style guidelines for web site content. 15-1199	0.04310.5	0.03460.2
Develop standards and guidelines to guide the use and acquisition of software and to protect vulnerable information. 15-1141	0.04070.4	0.06910.5
Develop and document database architectures. 15-1199	0.03890.4	0.02210.1
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources. 15-1199	0.03820.4	0.20681.4
Develop data models for applications, metadata tables, views or related database structures. 15-1199	0.03570.4	0.02270.1
Identify, standardize, and communicate levels of access and security. 15-1199	0.03480.4	0.06720.4
Review procedures in database management system manuals for making changes to database. 15-1141	0.03410.4	0.02430.2
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders. 15-1199	0.03230.3	0.05690.4
Develop system engineering, software engineering, system integration, or distributed system architectures. 15-1199	0.02890.3	0.00650.0
Design or develop automated testing tools. 15-1199	0.02710.3	0.10470.7
Create content strategies for digital media. 15-1199	0.02700.3	0.01630.1
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	0.02620.3	0.02800.2
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs. 15-1199	0.02550.3	0.04010.3
Plan, coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure. 15-1141	0.02500.3	0.02840.2
Provide guidelines for implementing secure systems to customers or installation teams. 15-1199	0.02500.3	0.00610.0
Prepare project status reports by collecting, analyzing, and summarizing information and trends. 15-1199	0.02430.3	0.03550.2
Provide or coordinate troubleshooting support for data warehouses. 15-1199	0.02430.3	0.01190.1
Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures. 15-1199	0.02410.3	0.03870.3
Write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions. 15-1141	0.02390.3	0.00680.0
Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications. 15-1199	0.02290.2	0.00510.0
Develop and implement data extraction procedures from other systems, such as administration, billing, or claims. 15-1199	0.02260.2	0.03110.2
Analyze, interpret, or disseminate system performance data. 15-1199	0.02060.2	0.08200.5
Document technical functions and specifications for new or proposed content management systems. 15-1199	0.02020.2	0.00480.0
Review or update web page content or links in a timely manner, using appropriate tools. 15-1199	0.01950.2	0.07450.5
Create, analyze, report, convert, or transfer data, using specialized applications program software. 15-1199	0.01800.2	0.14631.0
Coordinate with developers to optimize Web site architecture, server configuration, or page construction for search engine consumption and optimal visibility. 15-1199	0.01800.2	0.01470.1
Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software. 15-1199	0.01710.2	0.01080.1
Design and implement warehouse database structures. 15-1199	0.01690.2	0.01310.1
Create visual representations of geospatial data using complex procedures, such as analytical modeling, three-dimensional renderings, or plot creation. 15-1199	0.01650.2	0.00360.0
Provide technical support to junior staff or clients. 15-1199	0.01500.2	0.00470.0
Prepare functional or technical documentation for data warehouses. 15-1199	0.01470.2	0.00250.0
Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel. 15-1199	0.01440.2	0.06380.4
Implement web site security measures, such as firewalls or message encryption. 15-1199	0.01270.1	0.00410.0
Synthesize current business intelligence or trend data to support recommendations for action. 15-1199	0.01260.1	0.01010.1
Analyze competitive market strategies through analysis of related product, market, or share trends. 15-1199	0.01240.1	0.00400.0
Provide advice on project costs, design concepts, or design changes. 15-1199	0.01220.1	0.00150.0
Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs). 15-1199	0.01210.1	0.03500.2
Specify users and user access levels for each segment of database. 15-1141	0.01160.1	0.00700.0
Identify and analyze industry or geographic trends with business strategy implications. 15-1199	0.01140.1	0.00230.0
Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications. 15-1199	0.01110.1	0.00850.1
Identify system data, hardware, or software components required to meet user needs. 15-1199	0.01080.1	0.01030.1
Provide technical support for computer-based Geographic Information Systems (GIS) mapping software. 15-1199	0.01060.1	0.00200.0
Execute or manage social media campaigns to inform search marketing tactics. 15-1199	0.01050.1	0.01300.1
Map data between source systems, data warehouses, and data marts. 15-1199	0.00980.1	0.03220.2
Plan and install upgrades of database management system software to enhance database performance. 15-1199	0.00970.1	0.00550.0
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	0.00950.1	0.00500.0
Test system modifications to prepare for implementation. 15-1199	0.00930.1	0.17351.1
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. 15-1199	0.00830.1	0.00860.1
Disseminate information regarding tools, reports, or metadata enhancements. 15-1199	0.00780.1	0.01170.1
Evaluate existing systems to determine effectiveness and suggest changes to meet organizational requirements. 15-1199	0.00770.1	0.00510.0
Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software. 15-1199	0.00770.1	0.00420.0
Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users. 15-1199	0.00770.1	0.00160.0
Perform system analysis, data analysis or programming, using a variety of computer languages and procedures. 15-1199	0.00760.1	0.26791.7
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	0.00760.1	0.01400.1
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	0.00760.1	0.00690.0
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	0.00750.1	0.00420.0
Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods. 15-1199	0.00740.1	0.01380.1
Update automated test scripts to ensure currency. 15-1199	0.00730.1	0.08270.5
Develop data warehouse process models, including sourcing, loading, transformation, and extraction. 15-1199	0.00730.1	0.00510.0
Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns. 15-1199	0.00690.1	0.01550.1
Document design specifications, installation instructions, and other system-related information. 15-1199	0.00690.1	0.00410.0
Provide training or technical assistance in web site implementation or use. 15-1199	0.00680.1	0.00160.0
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management. 15-1141	0.00670.1	—0
Create and enforce database development standards. 15-1199	0.00660.1	0.00720.0
Administer document and system access rights and revision control to ensure security of system and integrity of master documents. 15-1199	0.00650.1	0.03090.2
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	0.00650.1	0.01300.1
Collaborate with artists to achieve appropriate visual style. 15-1199	0.00620.1	0.01250.1
Develop implementation plans that include analyses such as cost-benefit or return on investment (ROI). 15-1199	0.00620.1	—0
Monitor bug resolution efforts and track successes. 15-1199	0.00600.1	0.10810.7
Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content. 15-1199	0.00590.1	0.01690.1
Develop or maintain archived procedures, procedural codes, or queries for applications. 15-1199	0.00590.1	0.00950.1
Gather, analyze, or document user feedback to locate or resolve sources of problems. 15-1199	0.00580.1	0.04050.3
Select cartographic elements needed for effective presentation of information. 15-1199	0.00570.1	0.00220.0
Provide technical support for existing reports, dashboards, or other tools. 15-1199	0.00560.1	0.01270.1
Purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies. 15-1199	0.00550.1	0.00410.0
Verify stability, interoperability, portability, security, or scalability of system architecture. 15-1199	0.00520.1	0.00370.0
Track, compile, and analyze web site usage data. 15-1199	0.00510.1	0.02600.2
Establish and calculate optimum values for database parameters, using manuals and calculator. 15-1141	0.00490.1	0.00150.0
Prepare support documentation and training materials for end users of document management systems. 15-1199	0.00470.0	0.00170.0
Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components. 15-1199	0.00460.0	0.00210.0
Analyze technology trends to identify markets for future product development or to improve sales of existing products. 15-1199	0.00440.0	—0
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	0.00420.0	0.00840.1
Analyze Geographic Information Systems (GIS) data to identify spatial relationships or display results of analyses, using maps, graphs, or tabular data. 15-1199	0.00410.0	0.00970.1
Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends. 15-1199	0.00400.0	0.00150.0
Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information. 15-1199	0.00400.0	—0
Create or implement metadata processes and frameworks. 15-1199	0.00390.0	0.01970.1
Assist in the assessment, acquisition, or deployment of new electronic document management systems. 15-1199	0.00380.0	0.01840.1
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	0.00380.0	0.00250.0
Maintain library of model documents, templates, or other reusable knowledge assets. 15-1199	0.00350.0	0.01000.1
Maintain or modify existing Geographic Information Systems (GIS) databases. 15-1199	0.00310.0	0.00430.0
Recommend procedures or equipment or software upgrades to increase data accessibility or ease of use. 15-1199	0.00310.0	—0
Write, review, or execute plans for testing new or established document management systems. 15-1199	0.00300.0	0.00280.0
Design, program, or model Geographic Information Systems (GIS) applications or procedures. 15-1199	0.00280.0	—0
Train users and answer questions. 15-1141	0.00270.0	0.00170.0
Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability. 15-1199	0.00240.0	—0
Prepare training materials for or make presentations to Geographic Information Systems (GIS) users. 15-1199	0.00240.0	—0
Document specifications for business intelligence or information technology (IT) reports, dashboards, or other outputs. 15-1199	0.00230.0	—0
Check and analyze operating system or application logfiles regularly to verify proper system performance. 15-1199	0.00210.0	0.02530.2
Identify, review, or select vendors or consultants to meet project needs. 15-1199	0.00210.0	0.00400.0
Develop or approve project plans, schedules, or budgets. 15-1199	0.00210.0	—0
Implement business rules via stored procedures, middleware, or other technologies. 15-1199	0.00200.0	0.03010.2
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	0.00200.0	0.01610.1
Communicate with staff or clients to understand specific system requirements. 15-1199	0.00200.0	0.00200.0
Develop and maintain design level documentation, including mechanics, guidelines, and mission outlines. 15-1199	0.00200.0	—0
Confer with users to analyze, configure, or troubleshoot applications. 15-1199	0.00180.0	0.00720.0
Revise company definition of data as defined in data dictionary. 15-1141	0.00180.0	0.00510.0
Select methods, techniques, or criteria for data warehousing evaluative procedures. 15-1199	0.00180.0	0.00270.0
Select and enter codes to monitor database performance and to create production database. 15-1141	0.00180.0	0.00160.0
Assess current or future customer needs and priorities through communicating directly with customers, conducting surveys, or other methods. 15-1199	0.00170.0	0.00850.1
Implement scanning or other automated data entry procedures, using imaging devices and document imaging software. 15-1199	0.00160.0	0.00810.1
Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems. 15-1199	0.00160.0	0.00150.0
Develop and manage work breakdown structure (WBS) of information technology projects. 15-1199	0.00160.0	—0
Monitor or track project milestones and deliverables. 15-1199	0.00150.0	0.01260.1
Participate in the development or implementation of online marketing strategy. 15-1199	0.00150.0	—0
Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.	—0	0.01000.1
Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists.	—0	0.00770.1
Investigate customer problems referred by technical support.	—0	0.00650.0
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	0.00650.0
Direct or coordinate activities of project personnel.	—0	0.00620.0
Identify, evaluate, or procure hardware or software for implementing online marketing campaigns.	—0	0.00520.0
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.	—0	0.00440.0
Manage timely flow of business intelligence information to users.	—0	0.00410.0
Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.	—0	0.00360.0
Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.	—0	0.00300.0
Manage project execution to ensure adherence to budget, schedule, and scope.	—0	0.00260.0
Provide technical support during software installation or configuration.	—0	0.00230.0
Confer with project personnel to identify and resolve problems.	—0	0.00220.0
Define and analyze objectives, scope, issues, or organizational impact of information systems.	—0	0.00210.0
Test software systems or applications for software enhancements or new products.	—0	0.00210.0
Operate data capture technology to import digitized documents into document management system.	—0	0.00210.0
Identify or monitor current and potential customers, using business intelligence tools.	—0	0.00200.0
Exercise security surveillance over document processing, reproduction, distribution, storage, or archiving.	—0	0.00200.0
Execute and manage communications with digital journalists or bloggers.	—0	0.00200.0
Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.	—0	0.00190.0
Implement online customer service processes to ensure positive and consistent user experiences.	—0	0.00170.0
Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.	—0	0.00160.0
Ver mais 157 tarefas ▾Ver menos ▴

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
Provide technical support to junior staff or clients. O*NET Task ID 16099	1.0
Set up database clusters, backup, or recovery processes. O*NET Task ID 16100	1.0
Plan and install upgrades of database management system software to enhance database performance. O*NET Task ID 16102	1.0
Identify and correct deviations from database development standards. O*NET Task ID 16104	1.0
Document and communicate database schemas, using accepted notations. O*NET Task ID 16105	1.0
Develop or maintain archived procedures, procedural codes, or queries for applications. O*NET Task ID 16106	1.0
Develop load-balancing processes to eliminate down time for backup processes. O*NET Task ID 16107	1.0
Develop data models for applications, metadata tables, views or related database structures. O*NET Task ID 16108	1.0
Design databases to support business applications, ensuring system scalability, security, performance, and reliability. O*NET Task ID 16109	1.0
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. O*NET Task ID 16110	1.0
Demonstrate database technical functionality, such as performance, security and reliability. O*NET Task ID 16111	1.0
Create and enforce database development standards. O*NET Task ID 16112	1.0
Develop and document database architectures. O*NET Task ID 16115	1.0
Develop data model describing data elements and their use, following procedures and using pen, template or computer software. O*NET Task ID 21652	1.0
Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs. O*NET Task ID 21653	1.0
Establish and calculate optimum values for database parameters, using manuals and calculator. O*NET Task ID 21654	1.0
Test programs or databases, correct errors, and make necessary modifications. O*NET Task ID 21657	1.0
Write and code logical and physical database descriptions, and specify identifiers of database to management system or direct others in coding descriptions. O*NET Task ID 21660	1.0
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance. O*NET Task ID 16101	0.5
Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements. O*NET Task ID 16113	0.5
Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements. O*NET Task ID 16114	0.5
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management. O*NET Task ID 21655	0.5
Review project requests describing database user needs to estimate time and cost required to accomplish project. O*NET Task ID 21656	0.5
Train users and answer questions. O*NET Task ID 21658	0.5
Work as part of a project team to coordinate database development and determine project scope and limitations. O*NET Task ID 21659	0.5
Ver mais 15 tarefas ▾Ver menos ▴

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

Informação ocupacional

ILO

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.

데이터 시스템 전문가KNOW K000001134
Job outlook: 증가(27%) 현상유지(27%) 감소(46%)
Wages (10,000 KRW): lower(25%) 6.375K average(50%) 7.35K upper(25%) 10.0K
minacross 461 KNOW occupationsmax
Job satisfaction: 74.1
minacross 461 KNOW occupationsmax
Details
Duties
- -데이터베이스의 사용자를 등록 관리하고 모니터링을 실시한다.
- -데이터베이스의 자료에 대한 백업 및 복구절차를 마련하고 백업 주기에 따른 데이터의 백업을 실시한다.
- -데이터베이스의 보안 정책을 수립하고, 이에 따른 보안 관리를 준수해 나간다.
- -데이터베이스의 성능을 모니터링하고, 성능 향상을 위한 시스템 튜닝을 실시하여 최대 성능을 유지시켜 나간다.
- -데이터베이스 시스템의 고장 및 사용상의 문제가 발생 되었을 시, 신속히 원인을 파악하여 이를 최단 복구시킨다.
- -데이터베이스 시스템의 기술적, 환경적 변화의 추세에 따른 지속적인 시스템의 업그레이드를 계획하고 이를 추진한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
전산(99) · 기술 설계(99) · 기술 분석(99) · 범주화(99) · 문제 해결(98)
Knowledge
컴퓨터와 전자공학(89) · 영어(78) · 산수와 수학(78) · 통신(78) · 공학과 기술(72)
Work environment
재택근무(97) · 자동화 정도(96) · 정확성, 정밀성 유지(95) · 실수의 심각성(86) · 앉아서 근무(86)
Related occupations
데이터분석가(빅데이터분석가)
데이터분석가(빅데이터분석가)KNOW K000001080
Job outlook: 증가(33%) 현상유지(7%) 감소(60%)
Wages (10,000 KRW): lower(25%) 5.0K average(50%) 6.1K upper(25%) 10.25K
minacross 461 KNOW occupationsmax
Job satisfaction: 70.4
minacross 461 KNOW occupationsmax
Details
Duties
- -분석 목표에 따라 데이터의 분석 방법을 기획한다.
- -분석할 데이터 자원을 수집한다.
- -대용량의 데이터를 처리하는 플랫폼을 활용하여 처리·분석한다.
- -분석 방법에 따라 마이닝, 네트워크 분석, 복잡계기법 분석, 클러스터 분석 등을 활용한다.
- -프로그램을 사용하여 분석 결과를 시각화한다.
- -데이터와 관련된 새로운 기술, 유행, 트렌드 등을 수시로 파악한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
추리력(99) · 기술 분석(99) · 전산(99) · 논리적 분석(99) · 수리력(99)
Knowledge
산수와 수학(93) · 컴퓨터와 전자공학(87) · 영어(75) · 공학과 기술(72) · 사무(63)
Work environment
재택근무(98) · 앉아서 근무(91) · 연설, 발표, 회의하기(84) · 이메일 이용하기(82) · 자동화 정도(82)
Related occupations
데이터 시스템 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.

Arquitetos de Banco de Dados

Exposição à IA

Task-level exposure

Informação ocupacional

Descrição ocupacional da OIT

Vocabulário ocupacional ESCO