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Automation Risk Analysis

Will “Software Quality Engineer (SQE)” be Automated?

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AI Exposure Risk

58%

“Software Quality Engineer (SQE)” 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%

“Software Quality Engineer (SQE)” 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

  • Coordinate installation of software system.

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

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

  • Determine system performance standards.

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

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

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

  • Train users to use new or modified equipment.

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

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

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

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

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

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

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

Technologies & Software

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

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