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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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

  • Recommend new equipment or software packages.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles