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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

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

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

  • Determine system performance standards.

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

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

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

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

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

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

  • Train users to use new or modified equipment.

  • 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.

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

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

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

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

  • Coordinate installation of software system.

Technologies & Software

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

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