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Automation Risk Analysis

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

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AI Exposure Risk

62%

“Information Technology Analyst (IT 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Information Technology Analyst (IT 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 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Quality Assurance Analysts and Testers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop and execute software tests to identify software problems and their causes. Test system modifications to prepare for implementation. Document software and application defects using a bug tracking system and report defects to software or web developers. Create and maintain databases of known defects. May participate in software design reviews to provide input on functional requirements, operational characteristics, product designs, and schedules.

Avg. Annual Salary $110,260
Avg. Hourly Wage $53.01
Available Jobs (US) 199,800
Job Title & Hierarchy Code (SOC) Software Quality Assurance Analysts and Testers #15-1253
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Quality Assurance Analysts and Testers”

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Core Skills & Abilities

  • Identify program deviance from standards, and suggest modifications to ensure compliance.

  • Document test procedures to ensure replicability and compliance with standards.

  • Participate in product design reviews to provide input on functional requirements, product designs, schedules, or potential problems.

  • Install, maintain, or use software testing programs.

  • Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.

  • Create or maintain databases of known test defects.

  • Provide feedback and recommendations to developers on software usability and functionality.

  • Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Recommend purchase of equipment to control dust, temperature, or humidity in area of system installation.

  • Monitor bug resolution efforts and track successes.

  • Modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.

  • Identify, analyze, and document problems with program function, output, online screen, or content.

  • Plan test schedules or strategies in accordance with project scope or delivery dates.

  • Collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.

  • Coordinate user or third-party testing.

  • Test system modifications to prepare for implementation.

  • Update automated test scripts to ensure currency.

  • Design test plans, scenarios, scripts, or procedures.

  • Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.

  • Visit beta testing sites to evaluate software performance.

  • Install and configure recreations of software production environments to allow testing of software performance.

  • Investigate customer problems referred by technical support.

  • Document software defects, using a bug tracking system, and report defects to software developers.

  • Design or develop automated testing tools.

  • Conduct historical analyses of test results.

  • Evaluate or recommend software for testing or bug tracking.

  • Develop or specify standards, methods, or procedures to determine product quality or release readiness.

  • Conduct software compatibility tests with programs, hardware, operating systems, or network environments.

  • Monitor program performance to ensure efficient and problem-free operations.

Technologies & Software

  • IBM z/OS operating systems
  • Common business oriented language COBOL
  • Advanced business application programming ABAP
  • Geographic information system GIS software
  • Source code editor software
  • Symantec Visual Cafe
  • Apache Tomcat
  • Microsoft Visual C# .NET
  • Postman
  • Apache Hadoop
  • LogMeIn GoToMeeting
  • Nagios
  • Voice over internet protocol VoIP system software
  • Oracle Business Intelligence Suite
  • Adobe ActionScript
  • Evernote
  • The MathWorks MATLAB
  • Graphical user interface GUI builder software
  • IBM AIX
  • IBM Power Systems software
  • ICON programming language
  • Mozilla Firefox
  • Git
  • Adobe Creative Cloud software
  • DataVision
  • C#
  • Microsoft .NET Framework
  • Amazon Kinesis
  • Human resource management software HRMS
  • Amazon DynamoDB
  • Cisco Webex
  • C++
  • Structured Query Report SQR
  • Google Sheets
  • Oracle Solaris
  • Skype
  • Blackboard software
  • A programming language APL
  • Backup and archival software
  • Qlik Tech QlikView
  • Configuration management software
  • Ansible software
  • Ubuntu
  • Oberon
  • Apache Solr
  • C
  • Open Graphics Library OpenGL
  • Encryption software
  • Storage area network SAN software
  • Customer information control system CICS
  • MicroStrategy
  • List processing language LISP
  • Grok (xAI)
  • PuTTY
  • Red Hat Enterprise Linux
  • Microsoft Team Foundation Server
  • Microsoft Internet Explorer
  • Revision control software
  • SAP software
  • JetBrains IntelliJ IDEA
  • Bugzilla
  • Atlassian Confluence
  • Data analysis software
  • Microsoft Visual Basic
  • Interface definition language IDL
  • B-Method
  • Hewlett Packard LoadRunner
  • Firewall software
  • Epic Systems
  • Docker
  • DeepSeek
  • Oracle E-Business Suite Financials
  • Amazon CodeWhisperer
  • NetSuite ERP
  • Debugview
  • Integrated development environment IDE software
  • Google Gmail
  • Salesforce software
  • Transact-SQL
  • Microsoft Excel
  • Tableau
  • Beginner's all-purpose symbolic instruction code BASIC
  • Google Angular
  • Event-driven State-machines Programming
  • Apache Oozie
  • Watir
  • Elasticsearch
  • System testing software
  • Eiffel
  • Xcode
  • Requirements management software
  • Apache Spark
  • Moodle
  • Microsoft Access
  • Microsoft Publisher
  • Embarcadero Delphi
  • SAP Business Intelligence
  • Autodesk AutoCAD
  • Amazon Elastic Compute Cloud EC2
  • FaceTime
  • Microsoft Project
  • Dynamic modeling software
  • Graphical user interface GUI design software
  • Network intrusion detection software
  • Appium
  • LinkedIn
  • Jupyter Notebook
  • Microsoft Word
  • Microsoft Azure DevOps Services
  • StataCorp Stata
  • Microsoft Windows Server
  • Software distribution management software
  • Usability testing software
  • Mistral AI (chat/models)
  • GroupMe
  • Job control language JCL
  • SAP Crystal Reports
  • Hewlett Packard HP-UX
  • Google Antigravity
  • Microsoft DirectX
  • LAMP Stack
  • GNU Image Manipulation Program GIMP
  • Hewlett-Packard HP TestDirector for Quality Center
  • Spring Framework
  • SmugMug Flickr
  • Apache Struts
  • Microsoft Visual Basic.NET
  • Prolog
  • Minitab
  • Anti-spyware software
  • Oracle Java
  • Deployment software
  • Cisco IOS
  • Microsoft Visio
  • Load testing software
  • Apache Ant
  • Apache Sqoop
  • Restructured extended executor REXX
  • Microsoft Outlook
  • E++ pattern language
  • IBM WebSphere
  • Atlassian Bamboo
  • Oracle Database
  • Microsoft transact-structural query language T-SQL
  • Microsoft Visual Studio
  • McAfee
  • Slack
  • SAP NetWeaver
  • Apache HBase
  • VMWare ESX Server
  • Oracle JD Edwards EnterpriseOne
  • Amazon Simple Storage Service S3
  • Forth
  • J
  • SAP Adaptive Server Enterprise
  • Salesforce Visualforce
  • NortonLifeLock cybersecurity software
  • Microsoft OneNote
  • Perforce Helix software
  • JamBoard
  • ABC Compiler
  • Extensible markup language XML
  • Apache Pig
  • JavaScript
  • Hypertext markup language HTML
  • Gambit Scheme
  • Hibernate ORM
  • IBM Rational ClearCase
  • Atlassian JIRA
  • Stress testing software
  • Apple Cocoa
  • CruiseControl
  • SAP Business Objects
  • Pascal
  • IBM SPSS Statistics
  • Blackbaud The Raiser's Edge
  • Microsoft ActiveX
  • Microsoft Office software
  • RESTful API
  • Oracle Application Server
  • Red Hat OpenShift
  • Test design software
  • RegMon
  • Embedded systems development software
  • Apache Kafka
  • Borland SilkTest
  • Microsoft Teams
  • National Instruments LabVIEW
  • Microsoft Dynamics
  • Document Object Model DOM Scripting
  • FileMaker Pro
  • Smalltalk
  • GitLab
  • Web browser software
  • Migration software
  • Teradata Database
  • Dynamic hypertext markup language DHTML
  • IBM Cognos Impromptu
  • Flipgrid
  • Social media sites
  • Apache Avro
  • Bolt.new
  • Microsoft SQL Server Reporting Services SSRS
  • Veritas NetBackup
  • Microsoft Windows
  • TestNG
  • Google Drive
  • Real time operating system RTOS software
  • Oracle Hyperion
  • React
  • Microsoft Internet Information Services (IIS)
  • Objective Caml
  • Node.js
  • Tabnine
  • Interoperability testing software
  • Gemini (Google)
  • Adobe Flex
  • Emerald Software Group Emerald Green Office
  • Twiki
  • IBM Rational ClearQuest
  • Dynamic analysis software
  • Programming language one PL/I
  • Disk operating system DOS
  • Blink
  • Haskell
  • Bigloo Scheme
  • Object Management Group Object Request Broker
  • Swift
  • Llama (Meta)
  • Patch management software
  • VMWare Workstation
  • Go
  • Computer Associates integrated data management system CA-IDMS
  • Enterprise JavaBeans
  • Amazon Data Pipeline
  • Mutation testing software
  • Enterprise resource planning ERP software
  • Talend Data Fabric
  • Win CE
  • 3M Post-it App
  • GitHub
  • PostgreSQL
  • IBM Rational RequisitePro
  • SAS
  • Virtual private networking VPN software
  • Data manipulation language DML
  • Integration testing software
  • Jenkins CI
  • Ada
  • Migration testing software
  • SmartBear Software AutomatedQA TestComplete
  • Modula
  • Microsoft Visual SourceSafe
  • Automated installation software
  • Version control software
  • Delphi Technology
  • IBM InfoSphere DataStage
  • Splunk Enterprise
  • Puppet
  • Microsoft ASP.NET
  • Objective C
  • NUnit
  • Oracle Business Intelligence Enterprise Edition
  • Apache Hive
  • Canu
  • Microsoft Visual Basic Scripting Edition VBScript
  • Citrix cloud computing software
  • Lovable.dev
  • Apache JMeter
  • AJAX
  • Wireshark
  • Red Hat Ansible Engine
  • Ruby
  • Ruby on Rails
  • KornShell
  • Unified modeling language UML
  • UNIX Shell
  • Operating system shells
  • Oracle PeopleSoft
  • Apple Safari
  • ChatGPT (OpenAI)
  • Zoom
  • Recovery testing software
  • Microsoft ESP SDK
  • FitNesse
  • Allaire ColdFusion
  • Microsoft Dynamics GP
  • Adobe Dreamweaver
  • ej-technologies JProfiler
  • Microsoft SQL Server
  • Enterprise application integration EAI software
  • Linux
  • Document management system software
  • Data definition language DDL
  • Adobe Illustrator
  • GitHub Copilot
  • Apache Flume
  • Extensible stylesheet language transformations XSLT
  • Ext JS
  • Apache Subversion SVN
  • IBM Rational Robot
  • IBM Rational PurifyPlus
  • NoSQL
  • Microsoft Visual Basic for Applications VBA
  • ADO.NET
  • Extensible hypertext markup language XHTML
  • jQuery
  • YouTube
  • Scheme
  • IBM Rational Rose XDE
  • Operating system software
  • Collaborative Application Markup Language CAML
  • Python
  • Call-processing language CPL
  • Oracle Primavera Enterprise Project Portfolio Management
  • Unit testing software
  • File server software
  • Backbone.js
  • Gemini Code Assist
  • Screencastify
  • Django
  • UNIX
  • YourKit Java Profiler
  • Oracle Fusion Applications
  • Security testing software
  • LogMeIn GoToWebinar
  • MongoDB
  • Oracle WebLogic Server
  • Hewlett-Packard HP WinRunner
  • Web application software
  • MUMPS M
  • Bentley MicroStation
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Relational database management software
  • Workflow software
  • Talend Big Data Integration
  • Web service definition language WDSL
  • QNX
  • Acresso InstallAnywhere
  • Cascading style sheets CSS
  • Google Docs
  • VMware
  • Mistral (Mistral AI)
  • Microsoft ASP.NET Core MVC
  • Oracle JDBC
  • Devin (Cognition AI)
  • Oracle PeopleSoft Financials
  • Oracle Business Intelligence Discoverer
  • Nova (Amazon)
  • Apache Maven
  • Component-based Scalable Logical Architecture CSLA
  • Kimi (Moonshot AI)
  • Airtable
  • Selenium
  • PHP
  • Microsoft Windows SDK
  • Fault testing software
  • Visible Razor
  • Tax software
  • Adobe After Effects
  • Codeium
  • Regression testing software
  • R
  • Formula translation/translator FORTRAN
  • Microsoft PowerPoint
  • Dropbox
  • v0 by Vercel
  • Test implementation software
  • Apache Groovy
  • Google Slides
  • Antivirus software
  • MySQL
  • Google Meet
  • Adobe Acrobat
  • JUnit
  • Perl
  • Embarcadero JBuilder
  • Amazon Web Services AWS software
  • Defect tracking software
  • Web server software
  • Apache Cassandra
  • Cursor AI
  • Microsoft Active Server Pages ASP
  • XML Path Language XPATH
  • Spring Boot
  • Chef
  • Simulation program with integrated circuit emphasis SPICE
  • Distributed database management software
  • Amazon Redshift
  • Supervisory control and data acquisition SCADA software
  • Drupal
  • Oracle JavaServer Pages JSP
  • Microsoft SQL Server Integration Services SSIS
  • Wind River Systems VxWorks
  • String oriented symbolic language SNOBOL
  • Oracle Reports
  • ABC: the AspectBench Compiler for AspectJ
  • Loom
  • Eclipse IDE
  • Dassault Systemes CATIA
  • Oracle PL/SQL
  • Claude (Anthropic)
  • Common Lisp Object System CLOS
  • American National Standards Institute ANSI C
  • IBM Middleware
  • Trimble SketchUp Pro
  • Amazon Web Services AWS CloudFormation
  • Qwen (Alibaba)
  • Oracle Eloqua
  • Quest Erwin Data Modeler
  • Structured query language SQL
  • Component object model COM software
  • Verilog
  • Google Sites
  • Static analysis software
  • Adobe InDesign
  • Scala
  • LexisNexis
  • IEA Software Emerald
  • Microsoft SharePoint
  • Functional testing software
  • IBM Domino
  • Apple macOS
  • Distributed component object model DCOM software
  • Microsoft Azure software
  • Microsoft Exchange
  • Google Analytics
  • Bash
  • Red Hat WildFly
  • ESRI ArcGIS software
  • Simple API for XML SAX
  • Computer On-line Real-time Applications Language CORAL 66
  • Apache HTTP Server
  • Perplexity AI
  • Wind River VxWorks
  • Shell script
  • Adobe Photoshop
  • Hewlett-Packard HP QuickTest Professional
  • JavaScript Object Notation JSON
  • Microsoft PowerShell
  • MathWorks Simulink
  • Interstate connection ICON
  • Algorithmic language ALGOL
  • LibreOffice
  • Oracle Fusion Middleware
  • SAP PowerBuilder
  • FileMon
  • AWK
  • IBM Notes
  • Magellan Firmware
  • IBM DB2
  • Computer servers
  • Notebook computers
  • In circuit emulators ICE
  • Personal computers
  • Mainframe operating systems
  • Directory servers
  • Mainframe computers
  • Laptop computers
  • Desktop computers
  • Multi-core central processing unit CPU
  • Logic analyzers
  • Application servers
  • Supercomputers
  • Flash disks
  • Graphics processing unit GPU
  • Computer network routers
  • Digital cameras

Alternative Job Titles