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Automation Risk Analysis

Will “Systems Tester Analyst” be Automated?

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AI Exposure Risk

62%

“Systems Tester 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%

“Systems Tester 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

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

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

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

  • Design or develop automated testing tools.

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

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

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

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

  • Test system modifications to prepare for implementation.

  • Evaluate or recommend software for testing or bug tracking.

  • 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.

  • Investigate customer problems referred by technical support.

  • Visit beta testing sites to evaluate software performance.

  • Monitor bug resolution efforts and track successes.

  • Update automated test scripts to ensure currency.

  • Coordinate user or third-party testing.

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

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

  • Install, maintain, or use software testing programs.

  • Create or maintain databases of known test defects.

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

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

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

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

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

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

  • Conduct historical analyses of test results.

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

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

Technologies & Software

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

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