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Automation Risk Analysis

Will “Usability Engineer” be Automated?

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AI Exposure Risk

58%

“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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Usability Engineer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

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

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Determine system performance standards.

  • Train users to use new or modified equipment.

  • Coordinate installation of software system.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

Technologies & Software

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

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