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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

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

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

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

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

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

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

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

  • Recommend new equipment or software packages.

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles