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Automation Risk Analysis

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

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AI Exposure Risk

62%

“IT Performance Analyst (Information Technology Performance 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%

“IT Performance Analyst (Information Technology Performance 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

  • Install, maintain, or use software testing programs.

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

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

  • Test system modifications to prepare for implementation.

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

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

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

  • Update automated test scripts to ensure currency.

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

  • Evaluate or recommend software for testing or bug tracking.

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

  • Coordinate user or third-party testing.

  • Design or develop automated testing tools.

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

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

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

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

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

  • Visit beta testing sites to evaluate software performance.

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

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

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

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

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

  • Conduct historical analyses of test results.

  • Investigate customer problems referred by technical support.

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

  • Create or maintain databases of known test defects.

  • Monitor bug resolution efforts and track successes.

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

Technologies & Software

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

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