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Automation Risk Analysis

Will “Software Test Analyst” be Automated?

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AI Exposure Risk

62%

“Software Test Analyst” 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 Test Analyst” 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

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

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

  • Design or develop automated testing tools.

  • Investigate customer problems referred by technical support.

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

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

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

  • Monitor bug resolution efforts and track successes.

  • Install, maintain, or use software testing programs.

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

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

  • Visit beta testing sites to evaluate software performance.

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

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

  • Test system modifications to prepare for implementation.

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

  • Evaluate or recommend software for testing or bug tracking.

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

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

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

  • Update automated test scripts to ensure currency.

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

  • Create or maintain databases of known test defects.

  • Coordinate user or third-party testing.

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

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

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

  • Conduct historical analyses of test results.

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

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

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  • Microsoft Visual C# .NET
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  • Cascading style sheets CSS
  • JavaScript Object Notation JSON
  • Apple macOS
  • UNIX Shell
  • 3M Post-it App
  • Borland SilkTest
  • Test design software
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  • Google Sheets
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  • QNX
  • StataCorp Stata
  • ABC: the AspectBench Compiler for AspectJ
  • Oracle Business Intelligence Enterprise Edition
  • Event-driven State-machines Programming
  • Extensible hypertext markup language XHTML
  • IBM Middleware
  • SmartBear Software AutomatedQA TestComplete
  • IBM InfoSphere DataStage
  • Epic Systems
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  • Backup and archival software
  • Screencastify
  • Adobe Dreamweaver
  • Cisco IOS
  • Shell script
  • Delphi Technology
  • Unified modeling language UML
  • Microsoft Visual Basic.NET
  • Advanced business application programming ABAP
  • IBM AIX
  • C
  • Microsoft Visual SourceSafe
  • Real time operating system RTOS software
  • Restructured extended executor REXX
  • Defect tracking software
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  • Application servers
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  • Notebook computers
  • Multi-core central processing unit CPU
  • Mainframe operating systems
  • Supercomputers
  • In circuit emulators ICE

Alternative Job Titles