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Automation Risk Analysis

Will “Quality Analyst” be Automated?

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AI Exposure Risk

62%

“Quality 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 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

  • Evaluate or recommend software for testing or bug tracking.

  • Update automated test scripts to ensure currency.

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

  • Monitor bug resolution efforts and track successes.

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

  • Design or develop automated testing tools.

  • Coordinate user or third-party testing.

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

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

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

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

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

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

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

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

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

  • Visit beta testing sites to evaluate software performance.

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

  • 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.

  • Create or maintain databases of known test defects.

  • Install, maintain, or use software testing programs.

  • Conduct historical analyses of test results.

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

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

  • Investigate customer problems referred by technical support.

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

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

  • Test system modifications to prepare for implementation.

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

Technologies & Software

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

Alternative Job Titles