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Automation Risk Analysis

Will “Usability Engineer” be Automated?

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AI Exposure Risk

62%

“Usability Engineer” 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%

“Usability Engineer” 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

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

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

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

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

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

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

  • Evaluate or recommend software for testing or bug tracking.

  • Visit beta testing sites to evaluate software performance.

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

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

  • Monitor bug resolution efforts and track successes.

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

  • Test system modifications to prepare for implementation.

  • Update automated test scripts to ensure currency.

  • Investigate customer problems referred by technical support.

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

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

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

  • Install, maintain, or use software testing programs.

  • Conduct historical analyses of test results.

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

  • Create or maintain databases of known test defects.

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

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

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

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

  • Design or develop automated testing tools.

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

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

  • Coordinate user or third-party testing.

Technologies & Software

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

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