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Automation Risk Analysis

Will “Test Automation Engineer” be Automated?

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AI Exposure Risk

62%

“Test Automation 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%

“Test Automation 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

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

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

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

  • Update automated test scripts to ensure currency.

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

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

  • Evaluate or recommend software for testing or bug tracking.

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

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

  • Install, maintain, or use software testing programs.

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

  • Create or maintain databases of known test defects.

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

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

  • Design or develop automated testing tools.

  • Monitor bug resolution efforts and track successes.

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

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

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

  • Conduct historical analyses of test results.

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

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

  • Visit beta testing sites to evaluate software performance.

  • Test system modifications to prepare for implementation.

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

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

  • Coordinate user or third-party testing.

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

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

  • Investigate customer problems referred by technical support.

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  • Quest Erwin Data Modeler
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  • Smalltalk
  • C++
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  • GitHub
  • Recovery testing software
  • Open Graphics Library OpenGL
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  • Job control language JCL
  • Trimble SketchUp Pro
  • UNIX
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  • Apache Maven
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  • Skype
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  • Extensible stylesheet language transformations XSLT
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  • ADO.NET
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  • jQuery
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  • Real time operating system RTOS software
  • Tableau
  • Data manipulation language DML
  • NUnit
  • IBM AIX
  • Adobe Illustrator
  • Git
  • Oracle Primavera Enterprise Project Portfolio Management
  • Oracle Database
  • Microsoft PowerShell
  • Hewlett-Packard HP QuickTest Professional
  • Oracle Fusion Applications
  • Hewlett Packard LoadRunner
  • Microsoft DirectX
  • SAP NetWeaver
  • NetSuite ERP
  • Visible Razor
  • Scheme
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  • Ada
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  • Adobe Photoshop
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  • Apache Tomcat
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  • String oriented symbolic language SNOBOL
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  • Drupal
  • Microsoft Windows SDK
  • AWK
  • Adobe ActionScript
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  • Usability testing software
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  • Test implementation software
  • Ext JS
  • Relational database management software
  • Apache JMeter
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  • C#
  • Document Object Model DOM Scripting
  • Twiki
  • Defect tracking software
  • Microsoft Visual Basic.NET
  • McAfee
  • Extensible markup language XML
  • Embarcadero Delphi
  • Adobe InDesign
  • JavaScript Object Notation JSON
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  • Google Sheets
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  • Apache HTTP Server
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  • Haskell
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  • Transact-SQL
  • Codeium
  • Minitab
  • Component object model COM software
  • ABC: the AspectBench Compiler for AspectJ
  • Chef
  • Oracle PeopleSoft Financials
  • Google Drive
  • Operating system shells
  • IBM Middleware
  • Microsoft OneNote
  • PostgreSQL
  • Apache Hadoop
  • C
  • A programming language APL
  • Oracle Business Intelligence Suite
  • Microsoft transact-structural query language T-SQL
  • Simple API for XML SAX
  • Enterprise application integration EAI software
  • Node.js
  • Salesforce software
  • Automated installation software
  • R
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  • Structured query language SQL
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  • Call-processing language CPL
  • Formula translation/translator FORTRAN
  • Elasticsearch
  • Apache Pig
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  • Borland SilkTest
  • Apache Solr
  • Modula
  • Cisco IOS
  • Common business oriented language COBOL
  • JamBoard
  • Hewlett-Packard HP WinRunner
  • Microsoft Visio
  • IBM Power Systems software
  • Oracle Java
  • Llama (Meta)
  • Talend Data Fabric
  • Google Angular
  • Red Hat Enterprise Linux
  • CruiseControl
  • Spring Framework
  • Hypertext markup language HTML
  • Mozilla Firefox
  • Adobe Dreamweaver
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  • Pascal
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  • Oracle Business Intelligence Enterprise Edition
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  • Common Lisp Object System CLOS
  • Apache Subversion SVN
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  • RESTful API
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  • Amazon Elastic Compute Cloud EC2
  • Microsoft Project
  • Win CE
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  • GitLab
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  • FitNesse
  • Microsoft Outlook
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  • YourKit Java Profiler
  • Computer Associates integrated data management system CA-IDMS
  • Amazon Kinesis
  • Distributed component object model DCOM software
  • Ruby on Rails
  • VMWare Workstation
  • Watir
  • Interoperability testing software
  • Microsoft Publisher
  • IBM WebSphere
  • Oracle JD Edwards EnterpriseOne
  • Go
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  • SAP Crystal Reports
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  • Data definition language DDL
  • Graphical user interface GUI design software
  • Migration software
  • UNIX Shell
  • Customer information control system CICS
  • Requirements management software
  • Adobe Creative Cloud software
  • 3M Post-it App
  • Python
  • SAP PowerBuilder
  • Microsoft Visual Basic Scripting Edition VBScript
  • Microsoft Team Foundation Server
  • Beginner's all-purpose symbolic instruction code BASIC
  • QNX
  • Red Hat Ansible Engine
  • Verilog
  • SAP Business Objects
  • Interface definition language IDL
  • Advanced business application programming ABAP
  • Bigloo Scheme
  • Epic Systems
  • B-Method
  • AJAX
  • IBM SPSS Statistics
  • NoSQL
  • Hibernate ORM
  • Google Meet
  • Apple Safari
  • SAP Adaptive Server Enterprise
  • Microsoft Visual C# .NET
  • J
  • Swift
  • Apache Oozie
  • Perl
  • Red Hat OpenShift
  • Microsoft SQL Server Reporting Services SSRS
  • Microsoft Internet Information Services (IIS)
  • Salesforce Visualforce
  • IBM Notes
  • Apache Sqoop
  • VMWare ESX Server
  • Cursor AI
  • Graphical user interface GUI builder software
  • Oracle Reports
  • Ubuntu
  • StataCorp Stata
  • Unified modeling language UML
  • IEA Software Emerald
  • Operating system software
  • Anti-spyware software
  • Amazon Simple Storage Service S3
  • Talend Big Data Integration
  • Apache Spark
  • Xcode
  • Firewall software
  • KornShell
  • Google Sites
  • Network intrusion detection software
  • Oracle WebLogic Server
  • Objective C
  • Regression testing software
  • System testing software
  • Microsoft ActiveX
  • Autodesk AutoCAD
  • Google Slides
  • SmartBear Software AutomatedQA TestComplete
  • Event-driven State-machines Programming
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  • Graphics processing unit GPU
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  • Application servers
  • Computer network routers
  • Laptop computers
  • Digital cameras
  • Multi-core central processing unit CPU
  • Supercomputers
  • Mainframe operating systems
  • Personal computers
  • Directory servers
  • Flash disks
  • Computer servers
  • Notebook computers
  • In circuit emulators ICE

Alternative Job Titles