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Automation Risk Analysis

Will “Cyber Defense Infrastructure Support Specialist” be Automated?

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AI Exposure Risk

55%

“Cyber Defense Infrastructure Support Specialist” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Cyber Defense Infrastructure Support Specialist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Systems Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $111,960
Avg. Hourly Wage $53.83
Available Jobs (US) 497,800
Job Title & Hierarchy Code (SOC) Computer Systems Analysts #15-1211
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Systems Analysts”

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Core Skills & Abilities

  • Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.

  • Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Determine computer software or hardware needed to set up or alter systems.

  • Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.

  • Specify inputs accessed by the system and plan the distribution and use of the results.

  • Develop, document, and revise system design procedures, test procedures, and quality standards.

  • Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.

  • Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.

  • Recommend new equipment or software packages.

  • Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.

  • Consult with management to ensure agreement on system principles.

  • Expand or modify system to serve new purposes or improve work flow.

  • Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.

  • Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.

  • Assess the usefulness of pre-developed application packages and adapt them to a user environment.

  • Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.

  • Train staff and users to work with computer systems and programs.

  • Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.

  • Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.

  • Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.

  • Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.

Technologies & Software

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  • Microsoft Visual Basic for Applications VBA
  • Help desk software
  • Perplexity AI
  • Adobe Illustrator
  • Voice over internet protocol VoIP system software
  • CrossTec NetOp Remote Control
  • Blackboard software
  • Apache Maven
  • Adobe Dreamweaver
  • Snort
  • Linux
  • Salesforce software
  • Microsoft Internet Information Services (IIS)
  • Scala
  • Amazon CodeWhisperer
  • Lovable.dev
  • Diagramming software
  • Business intelligence system software
  • IBM Notes
  • Splunk Enterprise
  • Microsoft Windows Server
  • Flow chart software
  • VMware
  • Microsoft Exchange
  • Eiffel
  • Apache Solr
  • IBM WebSphere
  • Oracle Taleo
  • 3M Post-it App
  • Oracle PeopleSoft Financials
  • Cursor AI
  • Oracle Eloqua
  • Oracle Hyperion
  • Google Docs
  • Microsoft .NET Framework
  • SAP Crystal Reports
  • Grok (xAI)
  • Oracle Database
  • Microsoft ASP.NET
  • Red Hat OpenShift
  • Mistral (Mistral AI)
  • Amazon Redshift
  • C++
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  • MEDITECH software
  • Architecture description language ADL
  • Microsoft Word
  • Delphi Technology
  • ChatGPT (OpenAI)
  • Microsoft Active Server Pages ASP
  • Atlassian JIRA
  • Oracle WebLogic Server
  • Codeium
  • Personal computer diagnostic software
  • Functional testing software
  • System testing software
  • IBM InfoSphere DataStage
  • Cisco Webex
  • Verilog
  • Amazon Simple Storage Service S3
  • ESRI ArcGIS software
  • Integrated development environment IDE software
  • LexisNexis
  • Migration testing software
  • Network intrusion prevention systems NIPS
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  • Hypertext markup language HTML
  • JavaScript
  • R
  • Gemini (Google)
  • OrCAD Capture
  • AJAX
  • HyperSpace
  • Tabnine
  • Hewlett Packard HP-UX
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  • Supervisory control and data acquisition SCADA software
  • Microsoft Azure software
  • Transact-SQL
  • Customer information control system CICS
  • Integration testing software
  • Smalltalk
  • Apache Struts
  • Informatica Corporation PowerCenter
  • Elasticsearch
  • Medical procedure coding software
  • Microsoft Teams
  • Embarcadero JBuilder
  • Ruby on Rails
  • Adobe Flex
  • Microsoft Visual Basic Scripting Edition VBScript
  • Eclipse IDE
  • Medical condition coding software
  • Oracle Java
  • Security testing software
  • Blackbaud The Raiser's Edge
  • Microsoft Windows
  • Atlassian Confluence
  • UNIX
  • Oracle SQL Developer
  • Google Angular
  • Qwen (Alibaba)
  • Regression testing software
  • Component object model COM software
  • UNIX Shell
  • Minitab
  • DeepSeek
  • Ansible software
  • National Instruments LabVIEW
  • Web server software
  • Static analysis software
  • Microsoft Visual Studio
  • Citrix cloud computing software
  • Microsoft PowerShell
  • Claude (Anthropic)
  • C#
  • Node.js
  • Ada
  • Oracle Master Data Management MDM Suite
  • Apple macOS
  • Apache Cassandra
  • Quest Erwin Data Modeler
  • JavaScript Object Notation JSON
  • Oracle Application Server
  • Virtual private networking VPN software
  • Patch and update management software
  • Microsoft PowerPoint
  • Dassault Systemes CATIA
  • Compatibility testing software
  • Microsoft Visual Basic.NET
  • Active directory software
  • SpectraQuest
  • Drupal
  • Job control language JCL
  • Objective C
  • Mistral AI (chat/models)
  • Microsoft SQL Server Reporting Services SSRS
  • NetSuite ERP
  • Perforce Helix software
  • Ruby
  • YouTube
  • Marketo Marketing Automation
  • Computer aided design and drafting CADD software
  • Extensible hypertext markup language XHTML
  • Microsoft Team Foundation Server
  • Perl
  • React
  • Veritas NetBackup
  • FileMaker Pro
  • Oracle Business Intelligence Suite
  • Ext JS
  • Omni Group OmniGraffle
  • Amazon Elastic Compute Cloud EC2
  • Dynamic analysis software
  • Cascading style sheets CSS
  • Sun Microsystems Sun ONE
  • Stac Software ReachOut
  • Oracle PL/SQL
  • Microsoft Power BI
  • Test design software
  • Apache HTTP Server
  • Oracle Cloud software
  • SAP NetWeaver BW
  • IBM Domino
  • MicroStrategy
  • v0 by Vercel
  • Puppet
  • Unified modeling language UML
  • Interoperability testing software
  • SAP NetWeaver
  • InstallShield
  • Python
  • Swift
  • Microsoft SharePoint
  • Human resource management software HRMS
  • Symantec pcAnywhere
  • Time sharing option TSO software
  • Oracle Primavera Enterprise Project Portfolio Management
  • Oracle Fusion Middleware
  • StataCorp Stata
  • Microsoft Outlook
  • Bolt.new
  • Jupyter Notebook
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • KornShell
  • IBM Cognos Impromptu
  • Electronic design automation EDA software
  • Rapide
  • Blink
  • MongoDB
  • Adobe Acrobat
  • Hewlett Packard LoadRunner
  • Selenium
  • Microsoft Publisher
  • Hibernate ORM
  • Symantec Visual Cafe
  • Epic Systems
  • Formula translation/translator FORTRAN
  • ADP Workforce Now
  • Tax software
  • Stress testing software
  • Adobe ActionScript
  • Apache Hadoop
  • Backbone.js
  • Adobe Photoshop
  • Microsoft Visio
  • Geographic information system GIS software
  • Microsoft ActiveX
  • OpenAI ChatGPT
  • Nagios
  • MySQL
  • Extensible markup language XML
  • Software asset management SAM software
  • Bash
  • IBM Rational ClearQuest
  • Distributed component object model DCOM software
  • Apache Pig
  • Advanced business application programming ABAP
  • NoSQL
  • Red Hat Enterprise Linux
  • Teradata Database
  • SAP ERP
  • Dynamic hypertext markup language DHTML
  • Microsoft Dynamics
  • Microsoft Office software
  • Slack
  • Recovery testing software
  • Software distribution software
  • Data conversion software
  • Virus scanning software
  • Oracle JDBC
  • IBM Power Systems software
  • JUnit
  • Apache Subversion SVN
  • Slido interaction software
  • GitHub Copilot
  • IBM Rational ClearCase
  • Unit testing software
  • jQuery
  • WebFOCUS
  • Enterprise JavaBeans
  • Microsoft Excel
  • Apache Ant
  • Go
  • Microsoft Visual Basic
  • SAP software
  • Microsoft Dynamics GP
  • Git
  • PostgreSQL
  • Microsoft SQL Server Integration Services SSIS
  • Usability testing software
  • Apache Tomcat
  • Google Antigravity
  • Skype
  • Spring Boot
  • Red Hat WildFly
  • Oracle E-Business Suite Financials
  • Microsoft Access
  • Apache Groovy
  • Application management software
  • Oracle JD Edwards EnterpriseOne
  • Oracle Fusion Applications
  • Microsoft Project
  • Mutation testing software
  • Chef
  • Systems and application deployment and migration software
  • Oracle Business Intelligence Enterprise Edition
  • Cost estimating software
  • Apache Hive
  • Common business oriented language COBOL
  • Requirements management software
  • Operating system software
  • ServiceNow
  • Microsoft Visual C# .NET
  • SAS
  • SAP BusinessObjects Desktop Intelligence
  • Qlik Tech QlikView
  • Database software
  • Apache Spark
  • Automated installation software
  • Oracle PeopleSoft
  • Apache Kafka
  • Oracle Solaris
  • SAP Master Data Management MDM
  • PHP
  • Amazon DynamoDB
  • IBM SPSS Statistics
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • Llama (Meta)
  • Cisco Systems CiscoWorks
  • System and data disaster recovery software
  • Kimi (Moonshot AI)
  • Access management software
  • Remote control software
  • Spring Framework
  • AcmeStudio
  • Atlassian Bamboo
  • The MathWorks MATLAB
  • Oracle JavaServer Pages JSP
  • IBM DB2
  • Shell script
  • Test implementation software
  • Defect tracking software
  • Load testing software
  • Wireshark
  • Salesforce Visualforce
  • Wise Solutions Wise for Windows Installer
  • SAP Business Objects
  • Ubuntu
  • Microsoft Visual FoxPro
  • IBM Rational PurifyPlus
  • Django
  • Microsoft SQL Server
  • Relational database management software
  • Structured query language SQL
  • Structure prediction software
  • Gemini Code Assist
  • IBM Rational Rose XDE
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  • Desktop computers
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Alternative Job Titles