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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 historical analyses of test results.

  • Coordinate user or third-party testing.

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

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

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

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

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

  • Install, maintain, or use software testing programs.

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

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

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

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

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

  • Visit beta testing sites to evaluate software performance.

  • Investigate customer problems referred by technical support.

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

  • Design or develop automated testing tools.

  • Evaluate or recommend software for testing or bug tracking.

  • Monitor bug resolution efforts and track successes.

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

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

  • Test system modifications to prepare for implementation.

  • Create or maintain databases of known test defects.

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

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

  • Update automated test scripts to ensure currency.

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

  • 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.

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

Technologies & Software

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

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