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Automation Risk Analysis

Will “Information Systems Analyst (ISA)” be Automated?

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AI Exposure Risk

55%

“Information Systems Analyst (ISA)” 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%

“Information Systems Analyst (ISA)” 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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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

Technologies & Software

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

Alternative Job Titles