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Automation Risk Analysis

Will “Computer Systems Analyst” be Automated?

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AI Exposure Risk

55%

“Computer Systems 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 Systems 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

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

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

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

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

  • 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.

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

  • Consult with management to ensure agreement on system principles.

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles