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Automation Risk Analysis

Will “Information Technology Analyst (IT Analyst)” be Automated?

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AI Exposure Risk

62%

“Information Technology Analyst (IT Analyst)” 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%

“Information Technology Analyst (IT Analyst)” 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

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

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

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

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

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

  • Test system modifications to prepare for implementation.

  • Create or maintain databases of known test defects.

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

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

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

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

  • Monitor bug resolution efforts and track successes.

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

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

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

  • Conduct historical analyses of test results.

  • Evaluate or recommend software for testing or bug tracking.

  • Install, maintain, or use software testing programs.

  • Design or develop automated testing tools.

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

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

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

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

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

  • Visit beta testing sites to evaluate software performance.

  • Coordinate user or third-party testing.

  • Update automated test scripts to ensure currency.

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

  • Investigate customer problems referred by technical support.

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

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  • Document Object Model DOM Scripting
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  • GitHub Copilot
  • Eiffel
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  • Data manipulation language DML
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  • Extensible hypertext markup language XHTML
  • Microsoft Visual Basic.NET
  • Haskell
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  • Common Lisp Object System CLOS
  • Graphical user interface GUI builder software
  • Beginner's all-purpose symbolic instruction code BASIC
  • Transact-SQL
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  • Microsoft ASP.NET Core MVC
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  • Microsoft Azure software
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  • Apache Struts
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  • Integration testing software
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  • Amazon Elastic Compute Cloud EC2
  • AWK
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  • Spring Framework
  • Patch management software
  • Adobe Flex
  • Watir
  • Ext JS
  • Blink
  • List processing language LISP
  • Apache Ant
  • Node.js
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  • Web application software
  • Unified modeling language UML
  • Scala
  • Objective Caml
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  • Eclipse IDE
  • Regression testing software
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  • Interface definition language IDL
  • Dynamic analysis software
  • Emerald Software Group Emerald Green Office
  • Smalltalk
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  • Interoperability testing software
  • Oracle Java
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  • Embarcadero JBuilder
  • Document management system software
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  • Migration testing software
  • IBM AIX
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  • Oracle Reports
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  • Spring Boot
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  • FileMaker Pro
  • Minitab
  • Automated installation software
  • Structured Query Report SQR
  • Apple macOS
  • Oracle JDBC
  • LinkedIn
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  • Microsoft PowerPoint
  • Google Sites
  • Nagios
  • Oracle PL/SQL
  • Docker
  • Oracle Hyperion
  • PHP
  • DeepSeek
  • Django
  • Codeium
  • Open Graphics Library OpenGL
  • Enterprise JavaBeans
  • Configuration management software
  • RESTful API
  • NetSuite ERP
  • Extensible stylesheet language transformations XSLT
  • Microsoft Internet Explorer
  • Microsoft Excel
  • Apache Subversion SVN
  • Gemini Code Assist
  • Wind River VxWorks
  • B-Method
  • A programming language APL
  • Google Sheets
  • IBM Notes
  • Apache Sqoop
  • IBM Cognos Impromptu
  • Wind River Systems VxWorks
  • LogMeIn GoToWebinar
  • Microsoft Office software
  • Microsoft transact-structural query language T-SQL
  • MathWorks Simulink
  • Microsoft Windows
  • Teradata Database
  • Ruby
  • Mistral AI (chat/models)
  • Microsoft SQL Server Integration Services SSIS
  • Slack
  • ICON programming language
  • Microsoft ESP SDK
  • Collaborative Application Markup Language CAML
  • Borland SilkTest
  • NUnit
  • Perl
  • Microsoft Project
  • Mutation testing software
  • Google Gmail
  • R
  • Apple Cocoa
  • Devin (Cognition AI)
  • Structured query language SQL
  • Laptop computers
  • Flash disks
  • Notebook computers
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  • Application servers
  • Directory servers
  • Logic analyzers
  • Computer network routers
  • Supercomputers
  • Mainframe operating systems
  • Mainframe computers
  • Personal computers
  • Digital cameras
  • Multi-core central processing unit CPU
  • In circuit emulators ICE
  • Desktop computers
  • Graphics processing unit GPU

Alternative Job Titles