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Automation Risk Analysis

Will “Quality Assurance Analyst (QA Analyst)” be Automated?

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AI Exposure Risk

62%

“Quality Assurance Analyst (QA 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%

“Quality Assurance Analyst (QA 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

  • Update automated test scripts to ensure currency.

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

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

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

  • Create or maintain databases of known test defects.

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

  • 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.

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

  • Evaluate or recommend software for testing or bug tracking.

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

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

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

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

  • Investigate customer problems referred by technical support.

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

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

  • Test system modifications to prepare for implementation.

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

  • Conduct historical analyses of test results.

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

  • Coordinate user or third-party testing.

  • Install, maintain, or use software testing programs.

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

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

  • Monitor bug resolution efforts and track successes.

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

  • Design or develop automated testing tools.

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

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

Technologies & Software

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

Alternative Job Titles