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Automation Risk Analysis

Will “Systems Integration Engineer” be Automated?

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AI Exposure Risk

62%

“Systems Integration 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%

“Systems Integration 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

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

  • Conduct historical analyses of test results.

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

  • Coordinate user or third-party testing.

  • Design or develop automated testing tools.

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

  • Visit beta testing sites to evaluate software performance.

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

  • 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 test plans, scenarios, scripts, or procedures.

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

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

  • Investigate customer problems referred by technical support.

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

  • 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.

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

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

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

  • Update automated test scripts to ensure currency.

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

  • Monitor bug resolution efforts and track successes.

  • Evaluate or recommend software for testing or bug tracking.

  • Install, maintain, or use software testing programs.

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

  • Test system modifications to prepare for implementation.

  • Create or maintain databases of known test defects.

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

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

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  • UNIX
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  • B-Method
  • Ruby
  • IBM Notes
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  • GitHub
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  • Apache Solr
  • Microsoft Publisher
  • Google Sites
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  • Google Angular
  • Deployment software
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  • Symantec Visual Cafe
  • Adobe ActionScript
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  • Epic Systems
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  • Extensible hypertext markup language XHTML
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  • GitHub Copilot
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  • SmugMug Flickr
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  • National Instruments LabVIEW
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  • Oracle Business Intelligence Suite
  • Smalltalk
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  • C
  • FileMon
  • YourKit Java Profiler
  • E++ pattern language
  • A programming language APL
  • Integration testing software
  • Git
  • YouTube
  • C#
  • Apache Ant
  • Microsoft Active Server Pages ASP
  • GitLab
  • IBM Rational PurifyPlus
  • Enterprise resource planning ERP software
  • Adobe InDesign
  • Microsoft Access
  • Apache Spark
  • Oracle Hyperion
  • Apache Oozie
  • Formula translation/translator FORTRAN
  • Job control language JCL
  • Microsoft Visual C# .NET
  • Apache Avro
  • Document Object Model DOM Scripting
  • Swift
  • Apache HBase
  • JamBoard
  • Adobe Illustrator
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  • Logic analyzers
  • Graphics processing unit GPU
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  • Computer network routers
  • Multi-core central processing unit CPU
  • Desktop computers
  • Supercomputers
  • Personal computers
  • Laptop computers
  • Directory servers
  • Mainframe computers
  • Mainframe operating systems
  • Notebook computers
  • In circuit emulators ICE
  • Application servers

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