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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

  • Install, maintain, or use software testing programs.

  • Monitor bug resolution efforts and track successes.

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

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

  • Visit beta testing sites to evaluate software performance.

  • 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.

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

  • 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.

  • Create or maintain databases of known test defects.

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

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

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

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

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

  • Investigate customer problems referred by technical support.

  • Design or develop automated testing tools.

  • Conduct historical analyses of test results.

  • Test system modifications to prepare for implementation.

  • Update automated test scripts to ensure currency.

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

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

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

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

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

  • Coordinate user or third-party testing.

  • Evaluate or recommend software for testing or bug tracking.

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

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

Technologies & Software

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

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