Computer Systems Engineers/Architects
Medium50.80%
Salary Range
Low (10th %)$49,690
Median$104,920
High (90th %)$174,300
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Design and develop solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions.
The occupation "Computer Systems Engineers/Architects" has an automation risk of 50.8%, which closely aligns with its base risk of 51.8%. This risk level reflects a moderate susceptibility to automation, largely because the role combines both highly automatable and highly specialized tasks. Many routine and procedural aspects of the job are prime candidates for automation, especially as artificial intelligence and machine learning tools become more adept at parsing technical requirements and generating solutions based on vast datasets. However, tasks requiring adaptive reasoning and creative problem-solving serve as a significant barrier to full automation, keeping the overall risk near the halfway mark. Among the most automatable aspects of this occupation are tasks such as "Communicate with staff or clients to understand specific system requirements," "Investigate system component suitability for specified purposes, and make recommendations regarding component use," and "Provide customers or installation teams guidelines for implementing secure systems." These responsibilities often involve structured information gathering, comparison of predefined options, and dissemination of standardized guidelines, all of which can be partially or wholly automated through advanced software tools, chatbots, and expert systems. Automation in these areas can improve efficiency and reduce repetitive workload, but it may also diminish the need for human workers in routine scenarios. On the other hand, computer systems engineers and architects perform several tasks that exhibit strong resistance to automation. Tasks like "Develop application-specific software," "Develop efficient and effective system controllers," and "Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions" require a high degree of originality and creative thinking, as reflected by bottleneck skill levels for originality at 3.8% and 3.9%. Designing innovative solutions, building custom software for unique applications, and interpreting complex simulation results all demand a level of human ingenuity that current AI and automation tools cannot replicate. These resistant tasks act as a buffer against wholesale automation, ensuring ongoing demand for skilled professionals who can blend technical expertise with creative insight.
Filter by Automatable Status
Communicate with staff or clients to understand specific system requirements.
Partially Automatable
Provide customers or installation teams guidelines for implementing secure systems.
Partially Automatable
Direct the analysis, development, and operation of complete computer systems.
Partially Automatable
Direct the installation of operating systems, network or application software, or computer or network hardware.
Partially Automatable
Monitor system operation to detect potential problems.
Automatable
Identify system data, hardware, or software components required to meet user needs.
Partially Automatable
Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.
Partially Automatable
Verify stability, interoperability, portability, security, or scalability of system architecture.
Partially Automatable
Research, test, or verify proper functioning of software patches and fixes.
Partially Automatable
Configure servers to meet functional specifications.
Partially Automatable
Design and conduct hardware or software tests.
Partially Automatable
Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements.
Partially Automatable
Document design specifications, installation instructions, and other system-related information.
Partially Automatable
Perform security analyses of developed or packaged software components.
Partially Automatable
Provide technical guidance or support for the development or troubleshooting of systems.
Partially Automatable
Establish functional or system standards to address operational requirements, quality requirements, and design constraints.
Partially Automatable
Develop system engineering, software engineering, system integration, or distributed system architectures.
Partially Automatable
Provide advice on project costs, design concepts, or design changes.
Partially Automatable
Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.
Partially Automatable
Develop or approve project plans, schedules, or budgets.
Partially Automatable
Communicate project information through presentations, technical reports, or white papers.
Partially Automatable
Train system users in system operation or maintenance.
Partially Automatable
Develop efficient and effective system controllers.
Partially Automatable
Develop application-specific software.
Partially Automatable
Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.
Partially Automatable
Define and analyze objectives, scope, issues, or organizational impact of information systems.
Partially Automatable
Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.
Partially Automatable
Investigate system component suitability for specified purposes, and make recommendations regarding component use.
Partially Automatable
Reading ComprehensionActive ListeningLearning StrategiesComplex Problem SolvingQuality Control AnalysisSystems EvaluationManagement of Personnel ResourcesWritingSpeakingMathematicsScienceCritical ThinkingActive LearningMonitoringSocial PerceptivenessCoordinationPersuasionNegotiationInstructingService OrientationOperations AnalysisTechnology DesignEquipment SelectionInstallationProgrammingOperations MonitoringOperation and ControlEquipment MaintenanceTroubleshootingRepairingJudgment and Decision MakingSystems AnalysisTime ManagementManagement of Financial ResourcesManagement of Material Resources
Arm-Hand SteadinessAuditory AttentionCategory FlexibilityControl PrecisionDeductive ReasoningDepth PerceptionDynamic FlexibilityDynamic StrengthExplosive StrengthExtent FlexibilityFar VisionFinger DexterityFlexibility of ClosureFluency of IdeasGlare SensitivityGross Body CoordinationGross Body EquilibriumHearing SensitivityInductive ReasoningInformation OrderingManual DexterityMathematical ReasoningMemorizationMultilimb CoordinationNear VisionNight VisionNumber FacilityOral ComprehensionOral ExpressionOriginalityPerceptual SpeedPeripheral VisionProblem SensitivityRate ControlReaction TimeResponse OrientationSelective AttentionSound LocalizationSpatial OrientationSpeech ClaritySpeech RecognitionSpeed of ClosureSpeed of Limb MovementStaminaStatic StrengthTime SharingTrunk StrengthVisual Color DiscriminationVisualizationWrist-Finger SpeedWritten ComprehensionWritten Expression
Administration and ManagementAdministrativeEconomics and AccountingSales and MarketingCustomer and Personal ServicePersonnel and Human ResourcesProduction and ProcessingFood ProductionComputers and ElectronicsEngineering and TechnologyDesignBuilding and ConstructionMechanicalMathematicsPhysicsChemistrySociology and AnthropologyGeographyMedicine and DentistryForeign LanguageEnglish LanguageHistory and ArcheologyFine ArtsPhilosophy and TheologyPublic Safety and SecurityLaw and GovernmentPsychologyEducation and TrainingCommunications and MediaTransportationBiologyTherapy and CounselingTelecommunications
Identifying Objects, Actions, and EventsMonitoring Processes, Materials, or SurroundingsGetting InformationInspecting Equipment, Structures, or MaterialsJudging the Qualities of Objects, Services, or PeopleProcessing InformationEvaluating Information to Determine Compliance with StandardsAnalyzing Data or InformationMaking Decisions and Solving ProblemsThinking CreativelyUpdating and Using Relevant KnowledgeDeveloping Objectives and StrategiesScheduling Work and ActivitiesOrganizing, Planning, and Prioritizing WorkPerforming General Physical ActivitiesHandling and Moving ObjectsControlling Machines and ProcessesDocumenting/Recording InformationDrafting, Laying Out, and Specifying Technical Devices, Parts, and EquipmentInterpreting the Meaning of Information for OthersCommunicating with Supervisors, Peers, or SubordinatesCommunicating with People Outside the OrganizationEstablishing and Maintaining Interpersonal RelationshipsAssisting and Caring for OthersSelling or Influencing OthersResolving Conflicts and Negotiating with OthersPerforming for or Working Directly with the PublicCoordinating the Work and Activities of OthersDeveloping and Building TeamsTraining and Teaching OthersRepairing and Maintaining Mechanical EquipmentGuiding, Directing, and Motivating SubordinatesCoaching and Developing OthersProviding Consultation and Advice to OthersPerforming Administrative ActivitiesStaffing Organizational UnitsMonitoring and Controlling ResourcesEstimating the Quantifiable Characteristics of Products, Events, or InformationOperating Vehicles, Mechanized Devices, or EquipmentWorking with ComputersRepairing and Maintaining Electronic Equipment
Marketo Marketing AutomationApache HadoopApple Final Cut ProApple macOSCitrix cloud computing softwareDropboxEkoAdobe FrameMakerCisco WebexDelphi TechnologyDrupalAmazon RedshiftApache HiveApache PigApache SolrCElasticsearchAdobe ActionScriptEclipse IDEAutodesk AutoCADAutodesk RevitAdobe FlexAdobe PhotoshopApache HTTP ServerApache MavenApache TomcatBackbone.jsC++Enterprise JavaBeansBentley MicroStationAmazon DynamoDBAmazon Elastic Compute Cloud EC2BashChefEpic SystemsCisco IOSDassault Systemes CATIADjangoAtlassian BambooDockerApache GroovyBlink3M Post-it AppDynamic hypertext markup language DHTMLAJAXApache SparkApache StrutsBasecampBorder Gateway Protocol BGPAtlassian BitbucketComputer aided design and drafting CADD softwareAdobe AIRAltia DesignAonix Software Through PicturesBEA TuxedoBroadVision softwareDBTools Software DBManager ProfessionalMicrosoft PowerPointMicrosoft ProjectMicrosoft SharePointGoogle AdsGoogle AnalyticsIBM Cognos ImpromptuIBM DominoIBM NotesMicrosoft AccessIBM Power Systems softwareIBM SPSS StatisticsLexisNexisMarketo Marketing AutomationMcAfeeMicrosoft ExchangeMicrosoft VisioMicrosoft Visual BasicMicrosoft WindowsMicroStrategyMinitabNagiosNetSuite ERPOracle DatabaseOracle EloquaOracle HyperionJavaScriptFileMaker ProGitHubLAMP StackMicrosoft TeamsMySQLNoSQLOracle JavaServer Pages JSPOracle PL/SQLHuman resource management software HRMSHypertext markup language HTMLFirewall softwareOperating system softwareMicrosoft ExcelOracle Fusion ApplicationsIBM WebSphereKornShellLinuxLocal area network LAN softwareMicroservices ArchitectureMicrosoft .NET FrameworkMicrosoft Visual StudioMicrosoft Windows ServerMongoDBObjective COracle JavaHewlett Packard LoadRunnerMEDITECH softwareGitGoMicrosoft SQL Server Integration Services SSISNational Instruments LabVIEWMicrosoft SQL Server Reporting Services SSRSESRI ArcGIS softwareMicrosoft PowerShellGoogle AngularKubernetesExt JSJupyter NotebookjQueryJUnitMicrosoft ASP.NETOracle JDBCMicrosoft ASP.NET Core MVCIBM DB2IBM Rational ClearCaseIBM Rational Rose XDEOracle Cloud softwareIntrusion detection system IDSIBM AIXIBM TerraformIBM WebSphere MQGitLabGraphQLJenkins CIMagellan FirmwareNetwork intrusion prevention systems NIPSGrailsIBM ILOGIBM Lotus SameTimeIBM Rational Build ForgeInScribeIONA OrbixPHPSAP softwareWeb browser softwareSalesforce softwareTableauOracle TaleoPostgreSQLPuppetQlik Tech QlikViewRSAP Crystal ReportsSASSlackSplunk EnterpriseTeradata DatabaseVeritas NetBackupPerforce Helix softwarePythonRubyRuby on RailsSwiftOracle WebLogic ServerPerlShell scriptRed Hat WildFlySpring FrameworkUNIXVMwareSeleniumRelational database management softwareReactScalaUbuntuVerilogWide area network WAN softwareSkypeServiceNowVirtual private networking VPN softwareSalesforce VisualforceSmalltalkSnortUNIX ShellRed Hat OpenShiftStorage area network SAN softwareRedisTypeScriptVMWare ESX ServerSymark PowerBrokerxQueryMicrosoft Visual BasicNortonLifeLock cybersecurity softwareOracle JD Edwards 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WindowsMicroStrategyMinitabNetSuite ERPDelphi TechnologyJavaScriptElasticsearchFileMaker ProGitHubLAMP StackMicrosoft TeamsMySQLNoSQLEclipse IDEHuman resource management software HRMSHypertext markup language HTMLFirewall softwareEnterprise JavaBeansIBM WebSphereMicrosoft ExcelKornShellLinuxEpic SystemsLocal area network LAN softwareMicroservices ArchitectureMicrosoft .NET FrameworkMicrosoft Visual StudioMongoDBNode.jsObjective CHewlett Packard LoadRunnerMEDITECH softwareGeographic information system GIS softwareDassault Systemes SolidWorksDjangoDockerGitGoJavaScript Object Notation JSONFormula translation/translator FORTRANMicrosoft SQL Server Reporting Services SSRSMicrosoft PowerShellGoogle AngularKubernetesJupyter NotebookExt JSjQueryJUnitMicrosoft ActiveXMicrosoft Active DirectoryCommon business oriented language COBOLMicrosoft ASP.NET Core MVCIBM DB2IBM Rational Rose XDEIntrusion detection system IDSIBM AIXIBM TerraformIBM WebSphere MQGoogle Cloud softwareGraphQLMagellan FirmwareComputer aided design and drafting CADD softwareNetwork intrusion prevention systems NIPSGrailsIBM ILOGIBM Lotus SameTimeIBM Rational Build ForgeInScribeIONA OrbixIBM Infosphere Information ServerSAP softwareWeb browser softwareTableauOracle DatabaseStructured query language SQLOracle E-Business Suite FinancialsOracle EloquaOracle HyperionOracle JD Edwards EnterpriseOneOracle SolarisOracle TaleoPostgreSQLPuppetQlik Tech QlikViewQuest Erwin Data ModelerRSAP Crystal ReportsSASSlackStataCorp StataTeradata DatabaseThe MathWorks MATLABVeritas NetBackupOracle PL/SQLPythonRubyRuby on RailsSwiftOperating system softwarePHPOracle Fusion MiddlewareOracle JavaPerlShell scriptRed Hat Enterprise LinuxSpring FrameworkUNIXVMwarePTC Creo ParametricSeleniumTrimble SketchUp ProPerforce Helix softwareReactScalaUbuntuVerilogWiresharkTransact-SQLSkypeServiceNowOracle JDBCOracle Cloud softwareVirtual private networking VPN softwareSmalltalkSnortSpring BootUNIX ShellRed Hat OpenShiftStorage area network SAN softwareRedisTypeScriptVMWare ESX ServerSymark PowerBrokerxQueryToadSoft ToadAdobe DreamweaverDrupalCascading style sheets CSSCascading style sheets CSSExtensible hypertext markup language XHTMLMicrosoft Azure softwareMicrosoft Azure softwareOracle Business Intelligence Enterprise EditionAtlassian JIRASupervisory control and data acquisition SCADA softwareSupervisory control and data acquisition SCADA softwareMicrosoft Visual Basic Scripting Edition VBScriptMicrosoft Visual Basic Scripting Edition VBScriptC#C++Hewlett Packard HP-UXExtensible markup language XMLMicrosoft Windows ServerOracle Fusion MiddlewareOracle WebLogic ServerRed Hat Enterprise LinuxMicrosoft Dynamics GPOracle Primavera Enterprise Project Portfolio ManagementOracle Primavera Enterprise Project Portfolio ManagementBentley MicroStationAmazon Elastic Compute Cloud EC2Ansible softwareGeographic information system GIS softwareDassault Systemes CATIAJavaScript Object Notation JSONWiresharkFormula translation/translator FORTRANMicrosoft SQL Server Integration Services SSISNational Instruments LabVIEWESRI ArcGIS softwareTransact-SQLDynamic hypertext markup language DHTMLAdvanced business application programming ABAPMicrosoft Active Server Pages ASPApache StrutsMicrosoft ASP.NETOracle PeopleSoftCommon business oriented language COBOLAmazon Web Services AWS CloudFormationAmazon Web Services AWS CloudFormationAmazon Simple Storage Service S3Amazon Simple Storage Service S3Integrated development environment IDE softwareIntegrated development environment IDE softwareVoice over internet protocol VoIP system softwareVoice over internet protocol VoIP system softwareMicrosoft Internet Information Services (IIS)Microsoft Internet Information Services (IIS)Relational database management softwareAdobe Creative Cloud softwareAmazon Web Services AWS softwareAtlassian ConfluenceAtlassian ConfluenceAdobe AcrobatIBM InfoSphere DataStageAdobe AcrobatNagiosOracle Business Intelligence Enterprise EditionOracle Fusion ApplicationsStataCorp StataAdobe DreamweaverApache HiveApache CassandraExtensible hypertext markup language XHTMLSoftware as a service SaaSSoftware as a service SaaSNode.jsApache TomcatHewlett Packard HP-UXMicrosoft Active Server Pages ASPRed Hat WildFlyUnified modeling language UMLUnified modeling language UMLPTC Creo ParametricApache KafkaApache KafkaTrimble SketchUp ProAnsible softwareDassault Systemes SolidWorksWide area network WAN softwareAJAXApache AntHibernate ORMHibernate ORMMicrosoft ActiveXApache Subversion SVNSalesforce VisualforceMicrosoft Active DirectoryIBM Rational ClearCaseOracle Java 2 Platform Enterprise Edition J2EEOracle Java 2 Platform Enterprise Edition J2EESpring BootGitLabGoogle Cloud softwareJenkins CIAonix Software Through PicturesDBTools Software DBManager ProfessionalClarity Systems IBM ClarityClarity Systems IBM ClarityBorland VisiBrokerIBM Infosphere Information ServerToadSoft ToadIBM Rational Application DeveloperIBM Rational Application DeveloperMicrosoft Dynamics GPMicrosoft ProjectOracle PeopleSoftAdobe PhotoshopSalesforce softwareIBM Power Systems softwareJob control language JCLMicrosoft SQL ServerMicrosoft Visual Basic for Applications VBANortonLifeLock cybersecurity softwareOracle E-Business Suite FinancialsQuest Erwin Data ModelerSAP Business ObjectsOracle JavaServer Pages JSPAtlassian JIRAExtensible markup language XMLMicrosoft DynamicsMicrosoft DynamicsMicrosoft Office softwareMicrosoft Office softwareCustomer information control system CICSCustomer information control system CICSGoogle AnalyticsIBM Cognos ImpromptuStructured query language SQL
Computer and Information Systems Managers
Medium46.26%
Plan, direct, or coordinate activities in such fields as electronic data processing, information systems, systems analysis, and computer programming.
Project Management Specialists
Medium52.50%
Analyze and coordinate the schedule, timeline, procurement, staffing, and budget of a product or service on a per project basis. Lead and guide the work of technical staff. May serve as a point of contact for the client or customer.
Computer Systems Analysts
Medium48.05%
Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.
Information Security Analysts
Medium53.69%
Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. Assess system vulnerabilities for security risks and propose and implement risk mitigation strategies. May ensure appropriate security controls are in place that will safeguard digital files and vital electronic infrastructure. May respond to computer security breaches and viruses.
Computer Network Support Specialists
Medium55.92%
Analyze, test, troubleshoot, and evaluate existing network systems, such as local area networks (LAN), wide area networks (WAN), cloud networks, servers, and other data communications networks. Perform network maintenance to ensure networks operate correctly with minimal interruption.
Computer User Support Specialists
Medium55.42%
Provide technical assistance to computer users. Answer questions or resolve computer problems for clients in person, via telephone, or electronically. May provide assistance concerning the use of computer hardware and software, including printing, installation, word processing, electronic mail, and operating systems.
Computer Network Architects
Medium50.66%
Design and implement computer and information networks, such as local area networks (LAN), wide area networks (WAN), intranets, extranets, and other data communications networks. Perform network modeling, analysis, and planning, including analysis of capacity needs for network infrastructures. May also design network and computer security measures. May research and recommend network and data communications hardware and software.
Telecommunications Engineering Specialists
Medium56.77%
Design or configure wired, wireless, and satellite communications systems for voice, video, and data services. Supervise installation, service, and maintenance.
Database Administrators
Medium50.55%
Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.
Database Architects
Medium50.12%
Design strategies for enterprise databases, data warehouse systems, and multidimensional networks. Set standards for database operations, programming, query processes, and security. Model, design, and construct large relational databases or data warehouses. Create and optimize data models for warehouse infrastructure and workflow. Integrate new systems with existing warehouse structure and refine system performance and functionality.
Data Warehousing Specialists
Medium49.22%
Design, model, or implement corporate data warehousing activities. Program and configure warehouses of database information and provide support to warehouse users.
Network and Computer Systems Administrators
Medium57.76%
Install, configure, and maintain an organization's local area network (LAN), wide area network (WAN), data communications network, operating systems, and physical and virtual servers. Perform system monitoring and verify the integrity and availability of hardware, network, and server resources and systems. Review system and application logs and verify completion of scheduled jobs, including system backups. Analyze network and server resource consumption and control user access. Install and upgrade software and maintain software licenses. May assist in network modeling, analysis, planning, and coordination between network and data communications hardware and software.
Computer Programmers
Medium53.56%
Create, modify, and test the code and scripts that allow computer applications to run. Work from specifications drawn up by software and web developers or other individuals. May develop and write computer programs to store, locate, and retrieve specific documents, data, and information.
Software Developers
Medium51.32%
Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.
Software Quality Assurance Analysts and Testers
Medium51.71%
Develop and execute software tests to identify software problems and their causes. Test system modifications to prepare for implementation. Document software and application defects using a bug tracking system and report defects to software or web developers. Create and maintain databases of known defects. May participate in software design reviews to provide input on functional requirements, operational characteristics, product designs, and schedules.
Information Security Engineers
Medium52.50%
Develop and oversee the implementation of information security procedures and policies. Build, maintain and upgrade security technology, such as firewalls, for the safe use of computer networks and the transmission and retrieval of information. Design and implement appropriate security controls to identify vulnerabilities and protect digital files and electronic infrastructures. Monitor and respond to computer security breaches, viruses, and intrusions, and perform forensic investigation. May oversee the assessment of information security systems.
Blockchain Engineers
Medium51.47%
Maintain and support distributed and decentralized blockchain-based networks or block-chain applications such as cryptocurrency exchange, payment processing, document sharing, and digital voting. Design and deploy secure block-chain design patterns and solutions over geographically distributed networks using advanced technologies. May assist with infrastructure setup and testing for application transparency and security.
Computer Hardware Engineers
Medium46.34%
Research, design, develop, or test computer or computer-related equipment for commercial, industrial, military, or scientific use. May supervise the manufacturing and installation of computer or computer-related equipment and components.
Electronics Engineers, Except Computer
Medium47.85%
Research, design, develop, or test electronic components and systems for commercial, industrial, military, or scientific use employing knowledge of electronic theory and materials properties. Design electronic circuits and components for use in fields such as telecommunications, aerospace guidance and propulsion control, acoustics, or instruments and controls.
Electrical and Electronic Engineering Technologists and Technicians
Medium44.30%
Apply electrical and electronic theory and related knowledge, usually under the direction of engineering staff, to design, build, repair, adjust, and modify electrical components, circuitry, controls, and machinery for subsequent evaluation and use by engineering staff in making engineering design decisions.
Logistics Engineers
Medium48.28%
Design or analyze operational solutions for projects such as transportation optimization, network modeling, process and methods analysis, cost containment, capacity enhancement, routing and shipment optimization, or information management.
Security Management Specialists
Medium47.83%
Conduct security assessments for organizations, and design security systems and processes. May specialize in areas such as physical security or the safety of employees and facilities.
Computer and Information Research Scientists
Medium45.73%
Conduct research into fundamental computer and information science as theorists, designers, or inventors. Develop solutions to problems in the field of computer hardware and software.
Web Developers
Medium61.87%
Develop and implement websites, web applications, application databases, and interactive web interfaces. Evaluate code to ensure that it is properly structured, meets industry standards, and is compatible with browsers and devices. Optimize website performance, scalability, and server-side code and processes. May develop website infrastructure and integrate websites with other computer applications.
Web and Digital Interface Designers
Medium60.00%
Design digital user interfaces or websites. Develop and test layouts, interfaces, functionality, and navigation menus to ensure compatibility and usability across browsers or devices. May use web framework applications as well as client-side code and processes. May evaluate web design following web and accessibility standards, and may analyze web use metrics and optimize websites for marketability and search engine ranking. May design and test interfaces that facilitate the human-computer interaction and maximize the usability of digital devices, websites, and software with a focus on aesthetics and design. May create graphics used in websites and manage website content and links.
Video Game Designers
Medium46.94%
Design core features of video games. Specify innovative game and role-play mechanics, story lines, and character biographies. Create and maintain design documentation. Guide and collaborate with production staff to produce games as designed.
Web Administrators
Medium53.44%
Manage web environment design, deployment, development and maintenance activities. Perform testing and quality assurance of web sites and web applications.
Geographic Information Systems Technologists and Technicians
Medium51.81%
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.
Document Management Specialists
Medium56.74%
Implement and administer enterprise-wide document management systems and related procedures that allow organizations to capture, store, retrieve, share, and destroy electronic records and documents.
Penetration Testers
Medium51.14%
Evaluate network system security by conducting simulated internal and external cyberattacks using adversary tools and techniques. Attempt to breach and exploit critical systems and gain access to sensitive information to assess system security.
Information Technology Project Managers
Medium49.19%
Plan, initiate, and manage information technology (IT) projects. Lead and guide the work of technical staff. Serve as liaison between business and technical aspects of projects. Plan project stages and assess business implications for each stage. Monitor progress to assure deadlines, standards, and cost targets are met.
Operations Research Analysts
Medium49.05%
Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decisionmaking, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, services, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.
Business Intelligence Analysts
Medium52.10%
Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.
Radio Frequency Identification Device Specialists
Medium48.06%
Design and implement radio frequency identification device (RFID) systems used to track shipments or goods.
Computer Science Teachers, Postsecondary
Medium44.43%
Teach courses in computer science. May specialize in a field of computer science, such as the design and function of computers or operations and research analysis. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.
Media Technical Directors/Managers
Medium50.75%
Coordinate activities of technical departments, such as taping, editing, engineering, and maintenance, to produce radio or television programs.
Broadcast Technicians
Medium59.28%
Set up, operate, and maintain the electronic equipment used to acquire, edit, and transmit audio and video for radio or television programs. Control and adjust incoming and outgoing broadcast signals to regulate sound volume, signal strength, and signal clarity. Operate satellite, microwave, or other transmitter equipment to broadcast radio or television programs.
Sales Engineers
Medium44.20%
Sell business goods or services, the selling of which requires a technical background equivalent to a baccalaureate degree in engineering.