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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

  • 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.

  • Consult with management to ensure agreement on system principles.

  • 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.

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

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

  • 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.

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

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

  • Recommend new equipment or software packages.

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles