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Automation Risk Analysis

Will “Applications System Analyst” be Automated?

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AI Exposure Risk

62%

“Applications System 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%

“Applications System 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

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

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

  • Coordinate user or third-party testing.

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

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

  • Create or maintain databases of known test defects.

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

  • Conduct historical analyses of test results.

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

  • Evaluate or recommend software for testing or bug tracking.

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

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

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

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

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

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

  • Visit beta testing sites to evaluate software performance.

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

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

  • Install, maintain, or use software testing programs.

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

  • Update automated test scripts to ensure currency.

  • Investigate customer problems referred by technical support.

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

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

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

  • Monitor bug resolution efforts and track successes.

  • Design or develop automated testing tools.

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

  • Test system modifications to prepare for implementation.

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  • A programming language APL
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  • TestNG
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  • PuTTY
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  • jQuery
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  • Haskell
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  • React
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  • QNX
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  • IEA Software Emerald
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  • Microsoft Visual Basic
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  • Scheme
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  • R
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  • Gambit Scheme
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  • Cisco Webex
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  • Quest Erwin Data Modeler
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  • Document Object Model DOM Scripting
  • Shell script
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  • Anti-spyware software
  • Operating system software
  • Salesforce software
  • Common Lisp Object System CLOS
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  • Bash
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  • ABC: the AspectBench Compiler for AspectJ
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  • Simulation program with integrated circuit emphasis SPICE
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Microsoft Visual Basic for Applications VBA
  • Microsoft Windows
  • Load testing software
  • MicroStrategy
  • Wind River VxWorks
  • Amazon Web Services AWS software
  • Microsoft ActiveX
  • Restructured extended executor REXX
  • Apache Tomcat
  • IBM z/OS operating systems
  • Call-processing language CPL
  • Symantec Visual Cafe
  • Oracle Business Intelligence Discoverer
  • ChatGPT (OpenAI)
  • C
  • Hewlett-Packard HP TestDirector for Quality Center
  • XML Path Language XPATH
  • Component object model COM software
  • Apple Safari
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  • Operating system shells
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  • Personal computers
  • Notebook computers
  • In circuit emulators ICE
  • Graphics processing unit GPU
  • Directory servers
  • Flash disks
  • Supercomputers
  • Mainframe computers

Alternative Job Titles