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Automation Risk Analysis

Will “Software Installer” be Automated?

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AI Exposure Risk

62%

“Software Installer” 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 Installer” 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

  • 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.

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

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

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

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

  • Investigate customer problems referred by technical support.

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

  • Evaluate or recommend software for testing or bug tracking.

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

  • Design or develop automated testing tools.

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

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

  • Monitor bug resolution efforts and track successes.

  • Conduct historical analyses of test results.

  • Visit beta testing sites to evaluate software performance.

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

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

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

  • Coordinate user or third-party testing.

  • Create or maintain databases of known test defects.

  • Test system modifications to prepare for implementation.

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

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

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

  • Install, maintain, or use software testing programs.

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

  • Update automated test scripts to ensure currency.

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

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

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  • GitHub
  • Debugview
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  • Embarcadero JBuilder
  • Blackboard software
  • Microsoft Dynamics GP
  • Skype
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  • MicroStrategy
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  • Microsoft Visual C# .NET
  • UNIX Shell
  • GitHub Copilot
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  • TestNG
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  • Docker
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  • Microsoft Excel
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  • Google Slides
  • Requirements management software
  • Watir
  • Microsoft PowerShell
  • Amazon Redshift
  • Forth
  • Nagios
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  • Hewlett Packard HP-UX
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  • MUMPS M
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  • JavaScript Object Notation JSON
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  • SAP Adaptive Server Enterprise
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  • Amazon Data Pipeline
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  • Microsoft Azure DevOps Services
  • Bigloo Scheme
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  • Wind River Systems VxWorks
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  • Linux
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  • VMWare ESX Server
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  • Oracle Database
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  • Data manipulation language DML
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  • Graphical user interface GUI design software
  • C
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  • JavaScript
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  • Microsoft ASP.NET
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  • Xcode
  • Relational database management software
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  • SAP Business Intelligence
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  • Migration testing software
  • SAS
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  • Oracle Java
  • Oracle PL/SQL
  • Microsoft .NET Framework
  • AJAX
  • IBM Middleware
  • ABC: the AspectBench Compiler for AspectJ
  • Drupal
  • Flipgrid
  • UNIX
  • SAP Crystal Reports
  • Cisco IOS
  • NetSuite ERP
  • IBM Rational Robot
  • Atlassian Confluence
  • Red Hat WildFly
  • Microsoft Exchange
  • SmugMug Flickr
  • Dropbox
  • Hewlett-Packard HP TestDirector for Quality Center
  • Unified modeling language UML
  • Apache HTTP Server
  • Advanced business application programming ABAP
  • Adobe Flex
  • Operating system software
  • Hewlett-Packard HP WinRunner
  • LinkedIn
  • Open Graphics Library OpenGL
  • Cursor AI
  • Tabnine
  • Security testing software
  • Common business oriented language COBOL
  • Quest Erwin Data Modeler
  • Distributed component object model DCOM software
  • Adobe Photoshop
  • LAMP Stack
  • Virtual private networking VPN software
  • IEA Software Emerald
  • Enterprise JavaBeans
  • Blink
  • LogMeIn GoToWebinar
  • J
  • Teradata Database
  • Postman
  • Amazon Web Services AWS software
  • Geographic information system GIS software
  • Microsoft ESP SDK
  • Apache Kafka
  • Qwen (Alibaba)
  • Component object model COM software
  • Test implementation software
  • Puppet
  • Microsoft Windows SDK
  • Operating system shells
  • Selenium
  • Version control software
  • Prolog
  • Mistral AI (chat/models)
  • Google Meet
  • FitNesse
  • Logic analyzers
  • Flash disks
  • Directory servers
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  • Mainframe computers
  • Digital cameras
  • Computer network routers
  • Personal computers
  • In circuit emulators ICE
  • Application servers
  • Multi-core central processing unit CPU
  • Graphics processing unit GPU
  • Laptop computers
  • Supercomputers
  • Mainframe operating systems

Alternative Job Titles