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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

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

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

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

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

  • 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.

  • Coordinate installation of software system.

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

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

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

  • Determine system performance standards.

  • Train users to use new or modified equipment.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles