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Automation Risk Analysis

Will “Computer Equipment Analyst” be Automated?

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AI Exposure Risk

55%

“Computer Equipment Analyst” 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%

“Computer Equipment Analyst” 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

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

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

  • Recommend new equipment or software packages.

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

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

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

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

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

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

  • 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.

  • 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.

  • Consult with management to ensure agreement on system principles.

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles