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Automation Risk Analysis

Will “System Testing and Evaluation Specialist” be Automated?

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AI Exposure Risk

62%

“System Testing and Evaluation Specialist” 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%

“System Testing and Evaluation Specialist” 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

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

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

  • Test system modifications to prepare for implementation.

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

  • 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.

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

  • 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.

  • Coordinate user or third-party testing.

  • Monitor bug resolution efforts and track successes.

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

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

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

  • Visit beta testing sites to evaluate software performance.

  • Design or develop automated testing tools.

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

  • Investigate customer problems referred by technical support.

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

  • Evaluate or recommend software for testing or bug tracking.

  • 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.

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

  • Conduct historical analyses of test results.

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

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

  • Update automated test scripts to ensure currency.

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

  • Create or maintain databases of known test defects.

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

Technologies & Software

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

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