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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

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

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

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

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

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

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

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

  • Determine system performance standards.

  • Train users to use new or modified equipment.

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

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

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

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

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

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

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

  • Coordinate installation of software system.

Technologies & Software

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

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