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Automation Risk Analysis

Will “Computer Analyst” be Automated?

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AI Exposure Risk

55%

“Computer 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 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

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

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

  • 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.

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

  • Recommend new equipment or software packages.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Consult with management to ensure agreement on system principles.

Technologies & Software

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

Alternative Job Titles