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Automation Risk Analysis

Will “Applications Analyst” be Automated?

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AI Exposure Risk

62%

“Applications 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%

“Applications 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

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

  • Test system modifications to prepare for implementation.

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

  • Conduct historical analyses of test results.

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

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

  • Investigate customer problems referred by technical support.

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

  • Coordinate user or third-party testing.

  • Evaluate or recommend software for testing or bug tracking.

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

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

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

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

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

  • Visit beta testing sites to evaluate software performance.

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

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

  • Create or maintain databases of known test defects.

  • Design or develop automated testing tools.

  • Update automated test scripts to ensure currency.

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

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

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

  • Monitor bug resolution efforts and track successes.

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

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

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

  • Install, maintain, or use software testing programs.

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

Technologies & Software

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  • Google Docs
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  • Usability testing software
  • SAP PowerBuilder
  • Oberon
  • Objective C
  • Simple API for XML SAX
  • Adobe After Effects
  • Dassault Systemes CATIA
  • Go
  • LAMP Stack
  • IBM Domino
  • Interstate connection ICON
  • Computer On-line Real-time Applications Language CORAL 66
  • Cisco Webex
  • Document Object Model DOM Scripting
  • PostgreSQL
  • Oracle JavaServer Pages JSP
  • Integration testing software
  • Microsoft Dynamics GP
  • Google Antigravity
  • Mozilla Firefox
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  • Web server software
  • Enterprise application integration EAI software
  • Acresso InstallAnywhere
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  • ICON programming language
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  • Veritas NetBackup
  • Static analysis software
  • Adobe Dreamweaver
  • Loom
  • FitNesse
  • Structured Query Report SQR
  • Lovable.dev
  • Adobe Photoshop
  • Requirements management software
  • IBM DB2
  • IBM Rational ClearQuest
  • Atlassian Confluence
  • Microsoft Excel
  • SmartBear Software AutomatedQA TestComplete
  • Apache Solr
  • Fault testing software
  • Amazon Web Services AWS software
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Social media sites
  • Apache Kafka
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  • Graphical user interface GUI design software
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  • Enterprise JavaBeans
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  • Workflow software
  • Qlik Tech QlikView
  • Scala
  • LogMeIn GoToMeeting
  • Microsoft Visual Basic
  • Load testing software
  • Beginner's all-purpose symbolic instruction code BASIC
  • Enterprise resource planning ERP software
  • MathWorks Simulink
  • Amazon Kinesis
  • Web application software
  • American National Standards Institute ANSI C
  • MySQL
  • Screencastify
  • Call-processing language CPL
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  • Antivirus software
  • Data manipulation language DML
  • Adobe InDesign
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  • DataVision
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  • KornShell
  • jQuery
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  • Jupyter Notebook
  • Skype
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  • Tax software
  • Ubuntu
  • QNX
  • Advanced business application programming ABAP
  • Bigloo Scheme
  • Symantec Visual Cafe
  • Extensible stylesheet language transformations XSLT
  • Microsoft Exchange
  • Automated installation software
  • Oracle Eloqua
  • Shell script
  • Microsoft Team Foundation Server
  • IEA Software Emerald
  • ABC Compiler
  • MUMPS M
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  • Haskell
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  • Spring Boot
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  • J
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  • Event-driven State-machines Programming
  • Smalltalk
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  • Algorithmic language ALGOL
  • CruiseControl
  • Microsoft Visual Basic.NET
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  • Microsoft PowerShell
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  • DeepSeek
  • Component object model COM software
  • Restructured extended executor REXX
  • Microsoft Teams
  • Modula
  • A programming language APL
  • Microsoft Visual C# .NET
  • Distributed component object model DCOM software
  • Integrated development environment IDE software
  • Wireshark
  • VMWare Workstation
  • Apache Struts
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  • Source code editor software
  • Relational database management software
  • Web service definition language WDSL
  • Blackbaud The Raiser's Edge
  • Google Angular
  • Scheme
  • Microsoft Publisher
  • Oracle Business Intelligence Suite
  • UNIX Shell
  • Migration testing software
  • Object Management Group Object Request Broker
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  • Functional testing software
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  • Unified modeling language UML
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  • Extensible markup language XML
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  • Test implementation software
  • Programming language one PL/I
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  • Microsoft .NET Framework
  • IBM Notes
  • Devin (Cognition AI)
  • Microsoft SQL Server Reporting Services SSRS
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  • Google Sheets
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  • Interoperability testing software
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  • Microsoft Windows
  • Computer Associates integrated data management system CA-IDMS
  • Chef
  • TestNG
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  • Jenkins CI
  • System testing software
  • ABC: the AspectBench Compiler for AspectJ
  • Ansible software
  • GroupMe
  • LogMeIn GoToWebinar
  • Microsoft OneNote
  • Slack
  • RegMon
  • MicroStrategy
  • Microsoft Visual SourceSafe
  • Oracle PeopleSoft
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  • Node.js
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  • Adobe Illustrator
  • Apache Pig
  • Dynamic analysis software
  • Version control software
  • Perplexity AI
  • VMware
  • The MathWorks MATLAB
  • Microsoft SQL Server
  • Graphical user interface GUI builder software
  • Microsoft Visual Studio
  • Distributed database management software
  • Hibernate ORM
  • Perl
  • Adobe ActionScript
  • Adobe Acrobat
  • Microsoft Office software
  • AJAX
  • Minitab
  • Apache Groovy
  • Cascading style sheets CSS
  • Prolog
  • Job control language JCL
  • C
  • Nova (Amazon)
  • SmugMug Flickr
  • JavaScript Object Notation JSON
  • IBM Power Systems software
  • Oracle Java
  • Microsoft Windows SDK
  • Backbone.js
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  • Gemini Code Assist
  • Appium
  • Ext JS
  • Common Lisp Object System CLOS
  • Bash
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  • Google Gmail
  • Ada
  • Red Hat Ansible Engine
  • Delphi Technology
  • XML Path Language XPATH
  • Configuration management software
  • IBM InfoSphere DataStage
  • Microsoft ActiveX
  • Oracle Business Intelligence Discoverer
  • Cursor AI
  • Swift
  • ADO.NET
  • Microsoft Azure DevOps Services
  • McAfee
  • Mistral AI (chat/models)
  • Cisco IOS
  • Oracle E-Business Suite Financials
  • Dynamic hypertext markup language DHTML
  • Debugview
  • Linux
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  • Git
  • Embedded systems development software
  • Blackboard software
  • Disk operating system DOS
  • Hewlett Packard HP-UX
  • Dropbox
  • IBM Rational Robot
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  • Oracle JDBC
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  • Recovery testing software
  • Oracle Fusion Middleware
  • Microsoft Internet Explorer
  • Pascal
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  • FileMon
  • Hewlett-Packard HP TestDirector for Quality Center
  • Microsoft Internet Information Services (IIS)
  • NetSuite ERP
  • String oriented symbolic language SNOBOL
  • Microsoft Access
  • Google Slides
  • JamBoard
  • Unit testing software
  • Apache Sqoop
  • Software distribution management software
  • Google Sites
  • Canu
  • Blink
  • LibreOffice
  • Apache Maven
  • Drupal
  • Google Meet
  • NUnit
  • IBM z/OS operating systems
  • List processing language LISP
  • Apache Flume
  • YouTube
  • Apache HBase
  • Regression testing software
  • YourKit Java Profiler
  • Airtable
  • Web browser software
  • Puppet
  • React
  • IBM Cognos Impromptu
  • Transact-SQL
  • Oracle PeopleSoft Financials
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  • Win CE
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  • Security testing software
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  • Microsoft Azure software
  • Trimble SketchUp Pro
  • IBM Middleware
  • Amazon Web Services AWS CloudFormation
  • Real time operating system RTOS software
  • GitHub Copilot
  • Oracle Business Intelligence Enterprise Edition
  • Migration software
  • Microsoft Windows Server
  • AWK
  • Microsoft transact-structural query language T-SQL
  • Twiki
  • Verilog
  • Zoom
  • File server software
  • GitHub
  • Voice over internet protocol VoIP system software
  • Red Hat WildFly
  • Eiffel
  • JetBrains IntelliJ IDEA
  • Microsoft SQL Server Integration Services SSIS
  • SAP Business Objects
  • Network intrusion detection software
  • Ruby on Rails
  • Encryption software
  • Spring Framework
  • Selenium
  • IBM Rational RequisitePro
  • Apache Oozie
  • Microsoft Visual Basic Scripting Edition VBScript
  • SAP Adaptive Server Enterprise
  • Quest Erwin Data Modeler
  • 3M Post-it App
  • Visible Razor
  • Watir
  • SAS
  • Simulation program with integrated circuit emphasis SPICE
  • IBM AIX
  • Microsoft ASP.NET
  • Apple Cocoa
  • Adobe Flex
  • Microsoft Outlook
  • Extensible hypertext markup language XHTML
  • Embarcadero Delphi
  • Epic Systems
  • Apache Avro
  • Python
  • Stress testing software
  • Django
  • Oracle Reports
  • SAP NetWeaver
  • Interface definition language IDL
  • Teradata Database
  • Salesforce software
  • Objective Caml
  • Microsoft DirectX
  • Amazon Simple Storage Service S3
  • IBM Rational Rose XDE
  • Tableau
  • Codeium
  • Hypertext markup language HTML
  • Flipgrid
  • VMWare ESX Server
  • Evernote
  • MongoDB
  • Ruby
  • Apple macOS
  • Wind River Systems VxWorks
  • Apache Cassandra
  • Oracle JD Edwards EnterpriseOne
  • Elasticsearch
  • Google Analytics
  • Document management system software
  • Microsoft Visual Basic for Applications VBA
  • B-Method
  • JUnit
  • Atlassian Bamboo
  • Magellan Firmware
  • Embarcadero JBuilder
  • Microsoft Project
  • Data analysis software
  • FileMaker Pro
  • Formula translation/translator FORTRAN
  • SAP Business Intelligence
  • Laptop computers
  • Multi-core central processing unit CPU
  • In circuit emulators ICE
  • Directory servers
  • Digital cameras
  • Logic analyzers
  • Mainframe operating systems
  • Computer servers
  • Notebook computers
  • Personal computers
  • Desktop computers
  • Graphics processing unit GPU
  • Mainframe computers
  • Computer network routers
  • Supercomputers
  • Application servers
  • Flash disks

Alternative Job Titles