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Automation Risk Analysis

Will “Systems Software Specialist” be Automated?

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AI Exposure Risk

62%

“Systems Software Specialist” 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%

“Systems Software Specialist” 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

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

  • Design or develop automated testing tools.

  • Monitor bug resolution efforts and track successes.

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

  • Visit beta testing sites to evaluate software performance.

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

  • Evaluate or recommend software for testing or bug tracking.

  • Conduct historical analyses of test results.

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

  • Create or maintain databases of known test defects.

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

  • Install, maintain, or use software testing programs.

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

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

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

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

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

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

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

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

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

  • Update automated test scripts to ensure currency.

  • Investigate customer problems referred by technical support.

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

  • Coordinate user or third-party testing.

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

  • Test system modifications to prepare for implementation.

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

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

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

Technologies & Software

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

Alternative Job Titles