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Automation Risk Analysis

Will “Performance Tester” be Automated?

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AI Exposure Risk

62%

“Performance Tester” 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%

“Performance Tester” 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

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

  • Visit beta testing sites to evaluate software performance.

  • Test system modifications to prepare for implementation.

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

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

  • Conduct historical analyses of test results.

  • Investigate customer problems referred by technical support.

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

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

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

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

  • Coordinate user or third-party testing.

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

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

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

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

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

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

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

  • Install, maintain, or use software testing programs.

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

  • Monitor bug resolution efforts and track successes.

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

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

  • Update automated test scripts to ensure currency.

  • Evaluate or recommend software for testing or bug tracking.

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

  • Create or maintain databases of known test defects.

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

  • Design or develop automated testing tools.

Technologies & Software

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  • Tableau
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  • Microsoft Windows SDK
  • JUnit
  • Apache Hive
  • Microsoft Word
  • Mistral AI (chat/models)
  • Embarcadero Delphi
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  • Apache Cassandra
  • Amazon DynamoDB
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  • ChatGPT (OpenAI)
  • Microsoft ASP.NET
  • Ansible software
  • Chef
  • Web service definition language WDSL
  • Perforce Helix software
  • Data definition language DDL
  • SmartBear Software AutomatedQA TestComplete
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  • Oracle Java
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  • Call-processing language CPL
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  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Google Analytics
  • Emerald Software Group Emerald Green Office
  • Enterprise application integration EAI software
  • XML Path Language XPATH
  • Oracle Solaris
  • The MathWorks MATLAB
  • Amazon CodeWhisperer
  • IBM Notes
  • Apache Groovy
  • MUMPS M
  • ABC: the AspectBench Compiler for AspectJ
  • C#
  • Amazon Elastic Compute Cloud EC2
  • Distributed component object model DCOM software
  • Google Docs
  • Apache Tomcat
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  • Functional testing software
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  • Stress testing software
  • Win CE
  • Dynamic modeling software
  • IBM Rational ClearQuest
  • Simulation program with integrated circuit emphasis SPICE
  • SAP Business Objects
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  • NUnit
  • C
  • Microsoft transact-structural query language T-SQL
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  • Watir
  • Microsoft Active Server Pages ASP
  • Programming language one PL/I
  • Google Meet
  • IBM Middleware
  • Ubuntu
  • Unit testing software
  • IBM WebSphere
  • Component-based Scalable Logical Architecture CSLA
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  • Swift
  • Shell script
  • Enterprise JavaBeans
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  • jQuery
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  • Eiffel
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  • Pascal
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  • Ada
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  • MySQL
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  • Python
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  • Quest Erwin Data Modeler
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  • Skype
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  • Splunk Enterprise
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  • SAP PowerBuilder
  • Google Slides
  • Structured query language SQL
  • Scala
  • Haskell
  • Dropbox
  • PostgreSQL
  • Storage area network SAN software
  • Microsoft Azure DevOps Services
  • Microsoft Excel
  • Microsoft SQL Server
  • Adobe Dreamweaver
  • Microsoft Outlook
  • Prolog
  • IBM Power Systems software
  • Hewlett Packard LoadRunner
  • Deployment software
  • JavaScript Object Notation JSON
  • American National Standards Institute ANSI C
  • Oracle Application Server
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  • Docker
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  • NoSQL
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  • Spring Boot
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  • Microsoft Access
  • Component object model COM software
  • Web application software
  • Microsoft PowerShell
  • Software distribution management software
  • Microsoft Project
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  • UNIX Shell
  • Firewall software
  • MathWorks Simulink
  • RESTful API
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  • Oracle Business Intelligence Suite
  • Node.js
  • UNIX
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  • J
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  • Extensible stylesheet language transformations XSLT
  • Computer On-line Real-time Applications Language CORAL 66
  • Requirements management software
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  • Structured Query Report SQR
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  • Amazon Web Services AWS software
  • Usability testing software
  • Cisco Webex
  • Oracle Hyperion
  • PHP
  • Computer Associates integrated data management system CA-IDMS
  • JetBrains IntelliJ IDEA
  • Linux
  • FileMon
  • Loom
  • SAP NetWeaver
  • Trimble SketchUp Pro
  • Disk operating system DOS
  • v0 by Vercel
  • Veritas NetBackup
  • Microsoft Internet Information Services (IIS)
  • ICON programming language
  • DeepSeek
  • System testing software
  • Microsoft Windows Server
  • Apache Hadoop
  • Simple API for XML SAX
  • Gambit Scheme
  • Relational database management software
  • Red Hat WildFly
  • Microsoft OneNote
  • Hewlett-Packard HP TestDirector for Quality Center
  • Wind River VxWorks
  • Microsoft SQL Server Integration Services SSIS
  • Ruby on Rails
  • Oracle PeopleSoft Financials
  • Microsoft ASP.NET Core MVC
  • Hypertext markup language HTML
  • Eclipse IDE
  • Document management system software
  • Blackbaud The Raiser's Edge
  • Git
  • Human resource management software HRMS
  • Oracle JavaServer Pages JSP
  • Microsoft Teams
  • Distributed database management software
  • Fault testing software
  • NetSuite ERP
  • Hewlett-Packard HP WinRunner
  • IBM Rational RequisitePro
  • Advanced business application programming ABAP
  • ej-technologies JProfiler
  • Claude (Anthropic)
  • YouTube
  • Gemini (Google)
  • Mistral (Mistral AI)
  • Debugview
  • Microsoft Visual Basic for Applications VBA
  • Microsoft Azure software
  • Puppet
  • Epic Systems
  • Collaborative Application Markup Language CAML
  • Adobe Photoshop
  • Apache Avro
  • Microsoft Dynamics GP
  • Microsoft ActiveX
  • Oracle PL/SQL
  • Enterprise resource planning ERP software
  • Transact-SQL
  • Microsoft ESP SDK
  • Postman
  • Bolt.new
  • IBM DB2
  • Objective C
  • C++
  • React
  • Migration testing software
  • Acresso InstallAnywhere
  • MicroStrategy
  • Unified modeling language UML
  • Mozilla Firefox
  • Patch management software
  • JamBoard
  • Apache HBase
  • Dynamic hypertext markup language DHTML
  • SAP Adaptive Server Enterprise
  • LAMP Stack
  • Minitab
  • SAP Crystal Reports
  • Microsoft Visual Basic
  • Oracle JD Edwards EnterpriseOne
  • Document Object Model DOM Scripting
  • LogMeIn GoToMeeting
  • Workflow software
  • Red Hat Enterprise Linux
  • Wireshark
  • GroupMe
  • Oracle PeopleSoft
  • Jupyter Notebook
  • Amazon Simple Storage Service S3
  • Embedded systems development software
  • Formula translation/translator FORTRAN
  • Microsoft Office software
  • String oriented symbolic language SNOBOL
  • Bugzilla
  • Interface definition language IDL
  • Interoperability testing software
  • R
  • Open Graphics Library OpenGL
  • Apache Solr
  • Load testing software
  • Oracle Reports
  • Bentley MicroStation
  • Scheme
  • Perplexity AI
  • Apache Subversion SVN
  • Ruby
  • Oracle JDBC
  • KornShell
  • Visible Razor
  • Kimi (Moonshot AI)
  • Network intrusion detection software
  • Smalltalk
  • Google Sheets
  • Adobe Flex
  • Apple Safari
  • Microsoft Visio
  • Source code editor software
  • Red Hat OpenShift
  • IBM Cognos Impromptu
  • LexisNexis
  • Cursor AI
  • Llama (Meta)
  • Job control language JCL
  • Selenium
  • Apache JMeter
  • Perl
  • VMware
  • Apache Oozie
  • File server software
  • Codeium
  • Defect tracking software
  • Graphical user interface GUI design software
  • Regression testing software
  • Mutation testing software
  • Data manipulation language DML
  • Microsoft Internet Explorer
  • Borland SilkTest
  • Object Management Group Object Request Broker
  • GitHub Copilot
  • IBM SPSS Statistics
  • Microsoft Visual Studio
  • Airtable
  • Microsoft .NET Framework
  • IBM Rational Robot
  • Algorithmic language ALGOL
  • Google Antigravity
  • Antivirus software
  • Microsoft Visual Basic.NET
  • Integration testing software
  • Moodle
  • E++ pattern language
  • Apache Kafka
  • Revision control software
  • Oberon
  • Blackboard software
  • Anti-spyware software
  • Web server software
  • Version control software
  • Microsoft Visual SourceSafe
  • JavaScript
  • McAfee
  • Data analysis software
  • YourKit Java Profiler
  • Microsoft DirectX
  • Apple Cocoa
  • Oracle WebLogic Server
  • Atlassian Confluence
  • Oracle Eloqua
  • AJAX
  • Red Hat Ansible Engine
  • Salesforce Visualforce
  • DataVision
  • Dynamic analysis software
  • Common business oriented language COBOL
  • GitHub
  • Beginner's all-purpose symbolic instruction code BASIC
  • Slack
  • Operating system shells
  • Oracle Business Intelligence Discoverer
  • Microsoft Visual Basic Scripting Edition VBScript
  • Migration software
  • Oracle Business Intelligence Enterprise Edition
  • Atlassian Bamboo
  • Delphi Technology
  • Apache Spark
  • Microsoft SharePoint
  • Common Lisp Object System CLOS
  • Devin (Cognition AI)
  • Zoom
  • Talend Big Data Integration
  • Laptop computers
  • Desktop computers
  • Personal computers
  • Directory servers
  • Graphics processing unit GPU
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  • Notebook computers
  • Mainframe operating systems
  • In circuit emulators ICE
  • Computer servers
  • Supercomputers
  • Application servers
  • Mainframe computers
  • Computer network routers
  • Digital cameras
  • Multi-core central processing unit CPU
  • Logic analyzers

Alternative Job Titles