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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

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

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

  • 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.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Recommend new equipment or software packages.

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

  • Consult with management to ensure agreement on system principles.

Technologies & Software

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

Alternative Job Titles