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Automation Risk Analysis

Will “Software Requirements Engineer” be Automated?

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AI Exposure Risk

62%

“Software Requirements 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Software Requirements Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Quality Assurance Analysts and Testers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop and execute software tests to identify software problems and their causes. Test system modifications to prepare for implementation. Document software and application defects using a bug tracking system and report defects to software or web developers. Create and maintain databases of known defects. May participate in software design reviews to provide input on functional requirements, operational characteristics, product designs, and schedules.

Avg. Annual Salary $110,260
Avg. Hourly Wage $53.01
Available Jobs (US) 199,800
Job Title & Hierarchy Code (SOC) Software Quality Assurance Analysts and Testers #15-1253
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Quality Assurance Analysts and Testers”

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Core Skills & Abilities

  • Visit beta testing sites to evaluate software performance.

  • Update automated test scripts to ensure currency.

  • Identify, analyze, and document problems with program function, output, online screen, or content.

  • Participate in product design reviews to provide input on functional requirements, product designs, schedules, or potential problems.

  • Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.

  • Coordinate user or third-party testing.

  • Recommend purchase of equipment to control dust, temperature, or humidity in area of system installation.

  • Conduct software compatibility tests with programs, hardware, operating systems, or network environments.

  • Test system modifications to prepare for implementation.

  • Design test plans, scenarios, scripts, or procedures.

  • Evaluate or recommend software for testing or bug tracking.

  • Develop or specify standards, methods, or procedures to determine product quality or release readiness.

  • Design or develop automated testing tools.

  • Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.

  • Plan test schedules or strategies in accordance with project scope or delivery dates.

  • Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.

  • Modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.

  • Collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.

  • Investigate customer problems referred by technical support.

  • Install and configure recreations of software production environments to allow testing of software performance.

  • Document test procedures to ensure replicability and compliance with standards.

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

  • Document software defects, using a bug tracking system, and report defects to software developers.

  • Install, maintain, or use software testing programs.

  • Monitor program performance to ensure efficient and problem-free operations.

  • Identify program deviance from standards, and suggest modifications to ensure compliance.

  • Create or maintain databases of known test defects.

  • Conduct historical analyses of test results.

  • Monitor bug resolution efforts and track successes.

  • Provide feedback and recommendations to developers on software usability and functionality.

Technologies & Software

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  • LAMP Stack
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  • Apache Hive
  • Oracle Database
  • Google Angular
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  • Microsoft Visual Studio
  • Codeium
  • Microsoft Azure DevOps Services
  • Apache HTTP Server
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  • Selenium
  • American National Standards Institute ANSI C
  • Oracle Business Intelligence Discoverer
  • Interstate connection ICON
  • Hewlett Packard LoadRunner
  • NoSQL
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  • JavaScript
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  • CruiseControl
  • Voice over internet protocol VoIP system software
  • Apache Oozie
  • Regression testing software
  • Adobe Photoshop
  • LinkedIn
  • Swift
  • Microsoft Azure software
  • Real time operating system RTOS software
  • Adobe Illustrator
  • J
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  • Microsoft transact-structural query language T-SQL
  • Claude (Anthropic)
  • Relational database management software
  • Extensible stylesheet language transformations XSLT
  • Web browser software
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  • Mozilla Firefox
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  • VMWare ESX Server
  • Migration testing software
  • Geographic information system GIS software
  • Cisco IOS
  • IBM AIX
  • Oracle Java
  • IBM z/OS operating systems
  • Microsoft ActiveX
  • Perplexity AI
  • PuTTY
  • Apple Cocoa
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  • NUnit
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  • MongoDB
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  • Atlassian Confluence
  • Puppet
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  • IBM Rational RequisitePro
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  • Microsoft Visual C# .NET
  • Common business oriented language COBOL
  • Minitab
  • Apache HBase
  • Google Antigravity
  • Dynamic analysis software
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  • Oracle PL/SQL
  • StataCorp Stata
  • Objective C
  • Hewlett-Packard HP QuickTest Professional
  • Cisco Webex
  • Component object model COM software
  • Perl
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  • Usability testing software
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  • Postman
  • SAP software
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  • Configuration management software
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  • Data definition language DDL
  • Restructured extended executor REXX
  • IBM WebSphere
  • LogMeIn GoToMeeting
  • RegMon
  • Web application software
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  • IBM Middleware
  • Transact-SQL
  • C#
  • Grok (xAI)
  • Splunk Enterprise
  • Google Sheets
  • IEA Software Emerald
  • Debugview
  • Salesforce Visualforce
  • PostgreSQL
  • Llama (Meta)
  • Open Graphics Library OpenGL
  • Microsoft Visio
  • IBM SPSS Statistics
  • VMware
  • Beginner's all-purpose symbolic instruction code BASIC
  • Microsoft Windows
  • Epic Systems
  • C++
  • Microsoft SQL Server
  • IBM Notes
  • ABC: the AspectBench Compiler for AspectJ
  • Social media sites
  • Scala
  • Oracle PeopleSoft Financials
  • Microsoft Publisher
  • Web server software
  • C
  • Gambit Scheme
  • Jupyter Notebook
  • Red Hat Ansible Engine
  • Loom
  • Apache Maven
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  • Pascal
  • Amazon Web Services AWS CloudFormation
  • Algorithmic language ALGOL
  • Oracle E-Business Suite Financials
  • Object Management Group Object Request Broker
  • FaceTime
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  • Functional testing software
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  • Adobe After Effects
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  • Oracle Reports
  • Amazon Web Services AWS software
  • Hibernate ORM
  • Defect tracking software
  • JavaScript Object Notation JSON
  • Skype
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  • Common Lisp Object System CLOS
  • Canu
  • IBM Power Systems software
  • KornShell
  • A programming language APL
  • Storage area network SAN software
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  • Bolt.new
  • Microsoft Project
  • Trimble SketchUp Pro
  • Collaborative Application Markup Language CAML
  • Programming language one PL/I
  • Microsoft Visual Basic
  • Ruby on Rails
  • Test design software
  • Cascading style sheets CSS
  • Microsoft Visual SourceSafe
  • Zoom
  • Eiffel
  • Apache Cassandra
  • Backbone.js
  • Embarcadero JBuilder
  • Microsoft Visual Basic.NET
  • Data manipulation language DML
  • Apache Ant
  • Microsoft DirectX
  • Microsoft Word
  • Oracle Business Intelligence Enterprise Edition
  • SAP PowerBuilder
  • Extensible hypertext markup language XHTML
  • Airtable
  • Document management system software
  • Apache Hadoop
  • Apache Sqoop
  • Gemini Code Assist
  • Qwen (Alibaba)
  • SmugMug Flickr
  • Workflow software
  • GitHub Copilot
  • Revision control software
  • Enterprise application integration EAI software
  • Integrated development environment IDE software
  • Google Slides
  • Google Meet
  • Graphical user interface GUI design software
  • Adobe InDesign
  • Static analysis software
  • Oracle JavaServer Pages JSP
  • Antivirus software
  • Microsoft Dynamics GP
  • Advanced business application programming ABAP
  • Microsoft Active Server Pages ASP
  • 3M Post-it App
  • Chef
  • VMWare Workstation
  • Dynamic hypertext markup language DHTML
  • Elasticsearch
  • NetSuite ERP
  • Microsoft Access
  • Acresso InstallAnywhere
  • Supervisory control and data acquisition SCADA software
  • Call-processing language CPL
  • Oracle WebLogic Server
  • Red Hat WildFly
  • Formula translation/translator FORTRAN
  • Virtual private networking VPN software
  • YourKit Java Profiler
  • Django
  • Microsoft ESP SDK
  • LexisNexis
  • B-Method
  • Adobe Creative Cloud software
  • GitLab
  • Oberon
  • SAP Business Objects
  • TestNG
  • Oracle Business Intelligence Suite
  • Jenkins CI
  • Screencastify
  • Microsoft Exchange
  • Docker
  • Amazon DynamoDB
  • v0 by Vercel
  • Autodesk AutoCAD
  • JamBoard
  • Microsoft Teams
  • Deployment software
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  • Adobe Flex
  • Stress testing software
  • Apache Spark
  • Haskell
  • Microsoft Dynamics
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  • Nagios
  • Extensible markup language XML
  • Microsoft OneNote
  • Tableau
  • MUMPS M
  • IBM InfoSphere DataStage
  • Simulation program with integrated circuit emphasis SPICE
  • Google Gmail
  • Hewlett-Packard HP TestDirector for Quality Center
  • Wind River VxWorks
  • Veritas NetBackup
  • DataVision
  • Apache JMeter
  • Test implementation software
  • Spring Framework
  • Talend Data Fabric
  • Forth
  • Embarcadero Delphi
  • Graphical user interface GUI builder software
  • Google Analytics
  • Amazon Elastic Compute Cloud EC2
  • Apache Avro
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  • SAP Business Intelligence
  • ej-technologies JProfiler
  • FitNesse
  • Operating system software
  • Adobe Acrobat
  • Hypertext markup language HTML
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  • IBM Cognos Impromptu
  • Ext JS
  • UNIX Shell
  • Bentley MicroStation
  • Adobe Dreamweaver
  • Embedded systems development software
  • Oracle Eloqua
  • Emerald Software Group Emerald Green Office
  • Shell script
  • Microsoft ASP.NET Core MVC
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  • Backup and archival software
  • Slack
  • Apache Groovy
  • LibreOffice
  • Kimi (Moonshot AI)
  • Apache Flume
  • Operating system shells
  • JetBrains IntelliJ IDEA
  • Ubuntu
  • Microsoft Team Foundation Server
  • Drupal
  • Eclipse IDE
  • Source code editor software
  • Structured Query Report SQR
  • Amazon Redshift
  • MySQL
  • Atlassian JIRA
  • RESTful API
  • Mistral AI (chat/models)
  • Microsoft SQL Server Integration Services SSIS
  • Prolog
  • Oracle Solaris
  • Component-based Scalable Logical Architecture CSLA
  • Network intrusion detection software
  • List processing language LISP
  • Interface definition language IDL
  • Amazon Simple Storage Service S3
  • Microsoft Internet Information Services (IIS)
  • Google Docs
  • Microsoft SharePoint
  • Automated installation software
  • Dynamic modeling software
  • Ruby
  • Simple API for XML SAX
  • GitHub
  • Dropbox
  • Microsoft Visual Basic for Applications VBA
  • Microsoft Windows Server
  • Appium
  • jQuery
  • Microsoft Outlook
  • AJAX
  • Oracle Fusion Middleware
  • Amazon CodeWhisperer
  • Talend Big Data Integration
  • Document Object Model DOM Scripting
  • Linux
  • Disk operating system DOS
  • Node.js
  • Data analysis software
  • Hewlett-Packard HP WinRunner
  • Oracle JDBC
  • Unified modeling language UML
  • String oriented symbolic language SNOBOL
  • Git
  • Mistral (Mistral AI)
  • Python
  • JUnit
  • Oracle Fusion Applications
  • Twiki
  • XML Path Language XPATH
  • Microsoft Excel
  • Microsoft SQL Server Reporting Services SSRS
  • SAP NetWeaver
  • Oracle JD Edwards EnterpriseOne
  • ABC Compiler
  • Objective Caml
  • Version control software
  • Tabnine
  • Unit testing software
  • Spring Boot
  • Go
  • Bash
  • Microsoft Visual Basic Scripting Edition VBScript
  • Amazon Kinesis
  • LogMeIn GoToWebinar
  • Blackbaud The Raiser's Edge
  • Win CE
  • IBM Rational PurifyPlus
  • Wireshark
  • Xcode
  • Distributed component object model DCOM software
  • ADO.NET
  • Enterprise JavaBeans
  • Bugzilla
  • Microsoft Internet Explorer
  • Salesforce software
  • UNIX
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Structured query language SQL
  • Computer On-line Real-time Applications Language CORAL 66
  • Microsoft .NET Framework
  • Oracle Application Server
  • Gemini (Google)
  • Borland SilkTest
  • Security testing software
  • QNX
  • R
  • IBM Rational Rose XDE
  • Moodle
  • Hewlett Packard HP-UX
  • Apache Pig
  • Ada
  • Symantec Visual Cafe
  • Microsoft PowerShell
  • IBM DB2
  • Interoperability testing software
  • ChatGPT (OpenAI)
  • MathWorks Simulink
  • Scheme
  • Apache Solr
  • Job control language JCL
  • Microsoft Windows SDK
  • Flipgrid
  • Oracle Primavera Enterprise Project Portfolio Management
  • Delphi Technology
  • Requirements management software
  • Flash disks
  • Logic analyzers
  • Computer network routers
  • Mainframe computers
  • Laptop computers
  • Computer servers
  • Graphics processing unit GPU
  • Personal computers
  • Notebook computers
  • Digital cameras
  • Desktop computers
  • Application servers
  • In circuit emulators ICE
  • Directory servers
  • Mainframe operating systems
  • Supercomputers
  • Multi-core central processing unit CPU

Alternative Job Titles