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Automation Risk Analysis

Will “Quality Assurance Automation Engineer (QA Automation Engineer)” be Automated?

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AI Exposure Risk

62%

“Quality Assurance Automation Engineer (QA Automation Engineer)” 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%

“Quality Assurance Automation Engineer (QA Automation Engineer)” 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

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

  • Coordinate user or third-party testing.

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

  • Evaluate or recommend software for testing or bug tracking.

  • Install, maintain, or use software testing programs.

  • Design or develop automated testing tools.

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

  • 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.

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

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

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

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

  • Monitor bug resolution efforts and track successes.

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

  • Investigate customer problems referred by technical support.

  • Update automated test scripts to ensure currency.

  • Test system modifications to prepare for implementation.

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

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

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

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

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

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

  • Create or maintain databases of known test defects.

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

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

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

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

  • Conduct historical analyses of test results.

Technologies & Software

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

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