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Automation Risk Analysis

Will “Quality Analyst” be Automated?

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AI Exposure Risk

62%

“Quality 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%

“Quality 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

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

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

  • Design or develop automated testing tools.

  • Investigate customer problems referred by technical support.

  • Evaluate or recommend software for testing or bug tracking.

  • Update automated test scripts to ensure currency.

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

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

  • 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.

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

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

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

  • Coordinate user or third-party testing.

  • Monitor bug resolution efforts and track successes.

  • Test system modifications to prepare for implementation.

  • Conduct historical analyses of test results.

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

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

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

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

  • Create or maintain databases of known test defects.

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

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

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

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

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

  • Visit beta testing sites to evaluate software performance.

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

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

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  • Automated installation software
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  • Verilog
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  • NUnit
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  • Backbone.js
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  • jQuery
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  • XML Path Language XPATH
  • Google Angular
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  • Data analysis software
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  • Apache Pig
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  • Simple API for XML SAX
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  • LibreOffice
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  • React
  • Relational database management software
  • TestNG
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  • Collaborative Application Markup Language CAML
  • JUnit
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  • AWK
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  • UNIX Shell
  • IBM Rational RequisitePro
  • KornShell
  • Nagios
  • Web service definition language WDSL
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  • Red Hat Enterprise Linux
  • Hibernate ORM
  • Document Object Model DOM Scripting
  • SmugMug Flickr
  • Scala
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  • Selenium
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  • Microsoft Visual Studio
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  • Oracle Reports
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  • Docker
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  • IBM Rational PurifyPlus
  • Grok (xAI)
  • Real time operating system RTOS software
  • Cascading style sheets CSS
  • Static analysis software
  • Codeium
  • IBM DB2
  • Workflow software
  • Algorithmic language ALGOL
  • Apache HTTP Server
  • Adobe Illustrator
  • Oracle JavaServer Pages JSP
  • Embarcadero JBuilder
  • Enterprise application integration EAI software
  • Prolog
  • Oracle Hyperion
  • Splunk Enterprise
  • FileMon
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  • Adobe ActionScript
  • R
  • Graphical user interface GUI builder software
  • System testing software
  • Twiki
  • Microsoft Windows Server
  • Chef
  • Delphi Technology
  • Epic Systems
  • Oracle PL/SQL
  • GitHub Copilot
  • YourKit Java Profiler
  • Haskell
  • Microsoft SQL Server Integration Services SSIS
  • Voice over internet protocol VoIP system software
  • Structured Query Report SQR
  • Stress testing software
  • Microsoft Visual C# .NET
  • NetSuite ERP
  • Migration testing software
  • Microsoft ASP.NET
  • Bash
  • Apache Maven
  • Data definition language DDL
  • StataCorp Stata
  • SAP Business Intelligence
  • Beginner's all-purpose symbolic instruction code BASIC
  • Microsoft Internet Explorer
  • Antivirus software
  • v0 by Vercel
  • Veritas NetBackup
  • Oberon
  • Mozilla Firefox
  • Elasticsearch
  • Evernote
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  • Multi-core central processing unit CPU
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  • Graphics processing unit GPU
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  • Digital cameras
  • Laptop computers
  • Logic analyzers
  • Desktop computers
  • Directory servers
  • Mainframe operating systems
  • Personal computers
  • Computer servers
  • Application servers
  • Computer network routers
  • Flash disks
  • Notebook computers
  • Supercomputers

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