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Automation Risk Analysis

Will “IT Analyst (Information Technology Analyst)” be Automated?

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AI Exposure Risk

55%

“IT Analyst (Information Technology 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%

“IT Analyst (Information Technology 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.

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

  • Consult with management to ensure agreement on system principles.

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

  • 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.

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

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

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

  • Recommend new equipment or software packages.

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

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

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

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

Technologies & Software

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

Alternative Job Titles