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Automation Risk Analysis

Will “Software Quality Assurance Analyst (SQA Analyst)” be Automated?

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AI Exposure Risk

62%

“Software Quality Assurance Analyst (SQA 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 Quality Assurance Analyst (SQA 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

  • Visit beta testing sites to evaluate software performance.

  • Investigate customer problems referred by technical support.

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

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

  • 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.

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

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

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

  • 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.

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

  • Coordinate user or third-party testing.

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

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

  • 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.

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

  • Monitor bug resolution efforts and track successes.

  • Create or maintain databases of known test defects.

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

  • Design or develop automated testing tools.

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

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

  • Update automated test scripts to ensure currency.

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

  • Conduct historical analyses of test results.

  • Test system modifications to prepare for implementation.

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

  • Install, maintain, or use software testing programs.

Technologies & Software

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  • Verilog
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  • jQuery
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  • Programming language one PL/I
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  • Microsoft Internet Information Services (IIS)
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  • Gambit Scheme
  • Web server software
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  • v0 by Vercel
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  • Microsoft Visual SourceSafe
  • ICON programming language
  • IBM AIX
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  • ABC: the AspectBench Compiler for AspectJ
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  • JUnit
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  • Oracle PL/SQL
  • Mistral AI (chat/models)
  • Microsoft Office software
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  • Microsoft Visual Basic
  • Zoom
  • Beginner's all-purpose symbolic instruction code BASIC
  • Chef
  • GitHub Copilot
  • Microsoft Windows Server
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  • Apache Tomcat
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  • Apache HBase
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  • TestNG
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  • Jenkins CI
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  • FaceTime
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  • Document management system software
  • Microsoft Visual Basic.NET
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  • Component object model COM software
  • Oracle Primavera Enterprise Project Portfolio Management
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  • Claude (Anthropic)
  • UNIX Shell
  • Adobe Flex
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  • Directory servers
  • Digital cameras
  • Graphics processing unit GPU
  • Personal computers
  • Computer servers
  • Flash disks
  • Supercomputers
  • Notebook computers

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