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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

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

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

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

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

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

  • Install, maintain, or use software testing programs.

  • 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.

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

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

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

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

  • Coordinate user or third-party testing.

  • Design or develop automated testing tools.

  • Conduct historical analyses of test results.

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

  • Investigate customer problems referred by technical support.

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

  • Test system modifications to prepare for implementation.

  • Update automated test scripts to ensure currency.

  • Visit beta testing sites to evaluate software performance.

  • Monitor bug resolution efforts and track successes.

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

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

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

  • 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.

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

  • Create or maintain databases of known test defects.

  • Evaluate or recommend software for testing or bug tracking.

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  • Interstate connection ICON
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  • National Instruments LabVIEW
  • Microsoft Visual C# .NET
  • ADO.NET
  • Veritas NetBackup
  • Adobe ActionScript
  • UNIX Shell
  • Git
  • Tableau
  • Extensible stylesheet language transformations XSLT
  • MathWorks Simulink
  • Microsoft Windows
  • E++ pattern language
  • ABC Compiler
  • Microsoft Publisher
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  • Forth
  • Microsoft Internet Information Services (IIS)
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  • FaceTime
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  • Google Slides
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  • Swift
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  • Apache Ant
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  • Wind River VxWorks
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  • Automated installation software
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  • Adobe Flex
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  • MUMPS M
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  • Scala
  • YourKit Java Profiler
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  • Python
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  • Scheme
  • Document Object Model DOM Scripting
  • IBM Rational ClearQuest
  • Dynamic hypertext markup language DHTML
  • Graphical user interface GUI builder software
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  • Oracle JavaServer Pages JSP
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  • React
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  • JUnit
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  • TestNG
  • YouTube
  • Web server software
  • Collaborative Application Markup Language CAML
  • Prolog
  • Structured query language SQL
  • Oracle Java
  • IBM Rational RequisitePro
  • Microsoft ASP.NET Core MVC
  • Objective C
  • CruiseControl
  • Oracle Database
  • Microsoft Dynamics
  • R
  • Oracle Fusion Middleware
  • Puppet
  • Atlassian Confluence
  • Extensible hypertext markup language XHTML
  • McAfee
  • GitHub Copilot
  • Amazon DynamoDB
  • Dropbox
  • Amazon Web Services AWS CloudFormation
  • Delphi Technology
  • Minitab
  • Oracle WebLogic Server
  • Atlassian JIRA
  • Transact-SQL
  • DataVision
  • Chef
  • Structured Query Report SQR
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  • Simple API for XML SAX
  • Source code editor software
  • SAS
  • Atlassian Bamboo
  • Win CE
  • Zoom
  • Gambit Scheme
  • Apache HTTP Server
  • The MathWorks MATLAB
  • Formula translation/translator FORTRAN
  • C++
  • IBM Notes
  • Bigloo Scheme
  • FileMon
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  • IBM Rational Robot
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  • Oracle PL/SQL
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  • Functional testing software
  • Oracle Business Intelligence Enterprise Edition
  • Amazon Data Pipeline
  • Dynamic analysis software
  • MicroStrategy
  • Cisco Webex
  • Eclipse IDE
  • SAP software
  • Hibernate ORM
  • Document management system software
  • Open Graphics Library OpenGL
  • Google Antigravity
  • Apache Maven
  • Call-processing language CPL
  • Oracle PeopleSoft
  • Apache Sqoop
  • C
  • Shell script
  • Twiki
  • FitNesse
  • Apache HBase
  • Debugview
  • Bolt.new
  • Node.js
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  • Backbone.js
  • Distributed component object model DCOM software
  • Microsoft Windows SDK
  • JetBrains IntelliJ IDEA
  • Oracle Business Intelligence Discoverer
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  • ABC: the AspectBench Compiler for AspectJ
  • Regression testing software
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  • JamBoard
  • Hewlett-Packard HP QuickTest Professional
  • Quest Erwin Data Modeler
  • Perplexity AI
  • Software distribution management software
  • Microsoft Word
  • ICON programming language
  • VMware
  • IBM DB2
  • Test design software
  • Common business oriented language COBOL
  • Customer information control system CICS
  • Dassault Systemes CATIA
  • StataCorp Stata
  • Security testing software
  • Adobe After Effects
  • LexisNexis
  • PostgreSQL
  • Beginner's all-purpose symbolic instruction code BASIC
  • Spring Framework
  • Microsoft SQL Server Integration Services SSIS
  • Microsoft Azure DevOps Services
  • Hewlett-Packard HP TestDirector for Quality Center
  • Oracle Fusion Applications
  • B-Method
  • Eiffel
  • Jupyter Notebook
  • Defect tracking software
  • Interoperability testing software
  • AWK
  • System testing software
  • Canu
  • Amazon Web Services AWS software
  • Enterprise resource planning ERP software
  • J
  • Microsoft Windows Server
  • IBM z/OS operating systems
  • Web browser software
  • RESTful API
  • Migration testing software
  • Version control software
  • Ruby
  • Google Docs
  • Apache Flume
  • Relational database management software
  • Hypertext markup language HTML
  • Tabnine
  • Visible Razor
  • SmartBear Software AutomatedQA TestComplete
  • Workflow software
  • Common Lisp Object System CLOS
  • jQuery
  • Apple Cocoa
  • Apple macOS
  • JavaScript Object Notation JSON
  • Apache Spark
  • Microsoft Exchange
  • Logic analyzers
  • Multi-core central processing unit CPU
  • In circuit emulators ICE
  • Application servers
  • Flash disks
  • Computer servers
  • Laptop computers
  • Digital cameras
  • Directory servers
  • Computer network routers
  • Graphics processing unit GPU
  • Notebook computers
  • Mainframe computers
  • Mainframe operating systems
  • Desktop computers
  • Personal computers
  • Supercomputers

Alternative Job Titles