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Automation Risk Analysis

Will “Systems Support Engineer” be Automated?

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AI Exposure Risk

62%

“Systems Support 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%

“Systems Support 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

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

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

  • Install, maintain, or use software testing programs.

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

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

  • Visit beta testing sites to evaluate software performance.

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

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

  • Investigate customer problems referred by technical support.

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

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

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

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

  • Test system modifications to prepare for implementation.

  • Update automated test scripts to ensure currency.

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

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

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

  • Create or maintain databases of known test defects.

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

  • Conduct historical analyses of test results.

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

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

  • Coordinate user or third-party testing.

  • Evaluate or recommend software for testing or bug tracking.

  • Monitor bug resolution efforts and track successes.

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

  • Design or develop automated testing tools.

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

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

Technologies & Software

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

Alternative Job Titles