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Automation Risk Analysis

Will “Software Development Test Engineer” be Automated?

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AI Exposure Risk

62%

“Software Development Test 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%

“Software Development Test 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.

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

  • Monitor bug resolution efforts and track successes.

  • Evaluate or recommend software for testing or bug tracking.

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

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

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

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

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

  • 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.

  • Conduct historical analyses of test results.

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

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

  • Design or develop automated testing tools.

  • Visit beta testing sites to evaluate software performance.

  • Install, maintain, or use software testing programs.

  • Coordinate user or third-party testing.

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

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

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

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

  • Create or maintain databases of known test defects.

  • Update automated test scripts to ensure currency.

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

  • Investigate customer problems referred by technical support.

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

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

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

  • Test system modifications to prepare for implementation.

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  • Programming language one PL/I
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  • Microsoft Windows
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  • Win CE
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  • Structured query language SQL
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  • Spring Boot
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  • Microsoft Visual Basic for Applications VBA
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  • Microsoft Excel
  • System testing software
  • Apache Maven
  • Microsoft Office software
  • Microsoft Visual Basic Scripting Edition VBScript
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  • Data definition language DDL
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  • Gambit Scheme
  • Scala
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  • FitNesse
  • SmartBear Software AutomatedQA TestComplete
  • C#
  • Oracle Business Intelligence Suite
  • Apache Kafka
  • Defect tracking software
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  • Twiki
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  • Component object model COM software
  • Objective C
  • Common Lisp Object System CLOS
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  • Customer information control system CICS
  • Cisco IOS
  • Beginner's all-purpose symbolic instruction code BASIC
  • ADO.NET
  • Automated installation software
  • The MathWorks MATLAB
  • Oracle Hyperion
  • Blink
  • Google Angular
  • Microsoft Visio
  • Microsoft transact-structural query language T-SQL
  • SAP PowerBuilder
  • Python
  • JamBoard
  • Red Hat WildFly
  • Loom
  • Apache Hadoop
  • IBM Rational ClearQuest
  • Apache Oozie
  • Microsoft Visual C# .NET
  • Django
  • Chef
  • Amazon Web Services AWS software
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Magellan Firmware
  • Red Hat Ansible Engine
  • IBM Middleware
  • Objective Caml
  • Stress testing software
  • Red Hat OpenShift
  • IBM DB2
  • In circuit emulators ICE
  • Application servers
  • Digital cameras
  • Flash disks
  • Computer servers
  • Mainframe computers
  • Mainframe operating systems
  • Computer network routers
  • Laptop computers
  • Supercomputers
  • Logic analyzers
  • Multi-core central processing unit CPU
  • Graphics processing unit GPU
  • Notebook computers
  • Directory servers
  • Desktop computers
  • Personal computers

Alternative Job Titles