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Automation Risk Analysis

Will “Quality Assurance Engineer (QA Engineer)” be Automated?

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AI Exposure Risk

62%

“Quality Assurance Engineer (QA 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%

“Quality Assurance Engineer (QA 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

  • Update automated test scripts to ensure currency.

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

  • Install, maintain, or use software testing programs.

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

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

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

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

  • Design or develop automated testing tools.

  • Investigate customer problems referred by technical support.

  • 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.

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

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

  • Conduct historical analyses of test results.

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

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

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

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

  • Coordinate user or third-party testing.

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

  • Test system modifications to prepare for implementation.

  • Monitor bug resolution efforts and track successes.

  • Evaluate or recommend software for testing or bug tracking.

  • Visit beta testing sites to evaluate software performance.

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

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

  • 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.

  • Create or maintain databases of known test defects.

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

Technologies & Software

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  • Bugzilla
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  • Slack
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  • Dropbox
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  • National Instruments LabVIEW
  • Bash
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  • Microsoft .NET Framework
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  • IBM WebSphere
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  • Objective Caml
  • PuTTY
  • Microsoft Active Server Pages ASP
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  • Google Docs
  • Smalltalk
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  • Hibernate ORM
  • RESTful API
  • Spring Framework
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  • Deployment software
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  • Transact-SQL
  • Computer On-line Real-time Applications Language CORAL 66
  • Structured Query Report SQR
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  • Simple API for XML SAX
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  • VMWare Workstation
  • Apache Cassandra
  • Adobe Creative Cloud software
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  • Dynamic modeling software
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  • Configuration management software
  • American National Standards Institute ANSI C
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  • Microsoft Exchange
  • ej-technologies JProfiler
  • Apache HBase
  • Amazon Elastic Compute Cloud EC2
  • Adobe Dreamweaver
  • Relational database management software
  • ICON programming language
  • C#
  • Document management system software
  • Oracle Application Server
  • Collaborative Application Markup Language CAML
  • Node.js
  • A programming language APL
  • MongoDB
  • Shell script
  • GNU Image Manipulation Program GIMP
  • Cisco IOS
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  • Adobe InDesign
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  • Mainframe operating systems
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  • Graphics processing unit GPU
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  • Application servers

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