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Automation Risk Analysis

Will “Technology Analyst” be Automated?

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AI Exposure Risk

62%

“Technology 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%

“Technology 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

  • Coordinate user or third-party testing.

  • Investigate customer problems referred by technical support.

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

  • Visit beta testing sites to evaluate software performance.

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

  • Install, maintain, or use software testing programs.

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

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

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

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

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

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

  • Evaluate or recommend software for testing or bug tracking.

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

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

  • Test system modifications to prepare for implementation.

  • Create or maintain databases of known test defects.

  • Conduct historical analyses of test results.

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

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

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

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

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

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

  • Design or develop automated testing tools.

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

  • Update automated test scripts to ensure currency.

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

  • Monitor bug resolution efforts and track successes.

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

Technologies & Software

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  • Apache Solr
  • SAP Business Objects
  • SAP Business Intelligence
  • C
  • UNIX Shell
  • Microsoft Project
  • SAP Adaptive Server Enterprise
  • Oracle Application Server
  • Mutation testing software
  • Verilog
  • Pascal
  • Encryption software
  • VMware
  • Red Hat Enterprise Linux
  • Event-driven State-machines Programming
  • Security testing software
  • XML Path Language XPATH
  • Go
  • Microsoft Dynamics
  • Apache Subversion SVN
  • QNX
  • Red Hat WildFly
  • GroupMe
  • String oriented symbolic language SNOBOL
  • Document Object Model DOM Scripting
  • Microsoft Exchange
  • Apache Groovy
  • SAP Crystal Reports
  • Dassault Systemes CATIA
  • Apache Pig
  • Microsoft Windows
  • Interstate connection ICON
  • Social media sites
  • Atlassian JIRA
  • Microsoft Visual Basic
  • Microsoft Internet Explorer
  • YourKit Java Profiler
  • Microsoft ActiveX
  • Perl
  • ESRI ArcGIS software
  • Software distribution management software
  • Ruby
  • DataVision
  • Atlassian Confluence
  • LAMP Stack
  • Splunk Enterprise
  • Call-processing language CPL
  • Elasticsearch
  • Oracle Business Intelligence Discoverer
  • IBM Domino
  • Data manipulation language DML
  • Chef
  • Structured Query Report SQR
  • Microsoft Visual Basic for Applications VBA
  • Open Graphics Library OpenGL
  • Blink
  • Mistral AI (chat/models)
  • Microsoft Outlook
  • Microsoft OneNote
  • Autodesk AutoCAD
  • Drupal
  • Perforce Helix software
  • SmugMug Flickr
  • Wireshark
  • List processing language LISP
  • PostgreSQL
  • Backbone.js
  • Programming language one PL/I
  • Objective C
  • Win CE
  • Microsoft transact-structural query language T-SQL
  • Oracle WebLogic Server
  • Voice over internet protocol VoIP system software
  • Jenkins CI
  • NetSuite ERP
  • IBM Rational ClearCase
  • Microsoft Active Server Pages ASP
  • Embedded systems development software
  • MongoDB
  • Real time operating system RTOS software
  • Oracle E-Business Suite Financials
  • Microsoft Internet Information Services (IIS)
  • NoSQL
  • Llama (Meta)
  • Quest Erwin Data Modeler
  • Hewlett-Packard HP WinRunner
  • Enterprise JavaBeans
  • Kimi (Moonshot AI)
  • Revision control software
  • Citrix cloud computing software
  • Teradata Database
  • J
  • Evernote
  • Microsoft PowerPoint
  • Oracle Fusion Middleware
  • Smalltalk
  • Apache Hive
  • Microsoft Azure software
  • Oracle Solaris
  • Django
  • Gambit Scheme
  • Apache Struts
  • React
  • MUMPS M
  • IBM WebSphere
  • Oracle Business Intelligence Suite
  • The MathWorks MATLAB
  • Google Sheets
  • NortonLifeLock cybersecurity software
  • Wind River Systems VxWorks
  • IBM SPSS Statistics
  • Interface definition language IDL
  • Google Antigravity
  • TestNG
  • Oracle PeopleSoft
  • FileMaker Pro
  • Tax software
  • Amazon DynamoDB
  • ADO.NET
  • Microsoft Visio
  • Qwen (Alibaba)
  • ABC Compiler
  • SAP software
  • Component object model COM software
  • Microsoft Azure DevOps Services
  • Customer information control system CICS
  • Postman
  • Unified modeling language UML
  • Trimble SketchUp Pro
  • Apache Hadoop
  • Microsoft SQL Server Integration Services SSIS
  • Microsoft Visual Basic.NET
  • Acresso InstallAnywhere
  • Disk operating system DOS
  • Microsoft Windows Server
  • Gemini (Google)
  • Nova (Amazon)
  • Apple Safari
  • GitHub
  • Microsoft ASP.NET Core MVC
  • Selenium
  • KornShell
  • Google Angular
  • Talend Data Fabric
  • Spring Boot
  • Codeium
  • Apache Ant
  • Algorithmic language ALGOL
  • Migration testing software
  • Hewlett Packard HP-UX
  • Cisco IOS
  • Amazon CodeWhisperer
  • McAfee
  • Adobe Photoshop
  • Common business oriented language COBOL
  • Apache Flume
  • Visible Razor
  • Spring Framework
  • Zoom
  • Hypertext markup language HTML
  • Microsoft PowerShell
  • Stress testing software
  • System testing software
  • Microsoft Office software
  • ej-technologies JProfiler
  • Dynamic analysis software
  • Google Slides
  • jQuery
  • Amazon Elastic Compute Cloud EC2
  • FaceTime
  • Git
  • Common Lisp Object System CLOS
  • Distributed component object model DCOM software
  • Recovery testing software
  • Watir
  • Configuration management software
  • SAP NetWeaver
  • American National Standards Institute ANSI C
  • Mozilla Firefox
  • Claude (Anthropic)
  • A programming language APL
  • Grok (xAI)
  • Patch management software
  • Apache Oozie
  • Embarcadero JBuilder
  • Gemini Code Assist
  • Ruby on Rails
  • Amazon Web Services AWS CloudFormation
  • Document management system software
  • Web server software
  • Source code editor software
  • Human resource management software HRMS
  • Oracle Eloqua
  • Structured query language SQL
  • Screencastify
  • Anti-spyware software
  • Enterprise application integration EAI software
  • Bolt.new
  • Oberon
  • Firewall software
  • SmartBear Software AutomatedQA TestComplete
  • Oracle Business Intelligence Enterprise Edition
  • LinkedIn
  • Data definition language DDL
  • Shell script
  • Dropbox
  • Apache Spark
  • Slack
  • Microsoft Access
  • Linux
  • Bigloo Scheme
  • IBM z/OS operating systems
  • Haskell
  • Microsoft Visual C# .NET
  • Requirements management software
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Wind River VxWorks
  • Oracle PeopleSoft Financials
  • Apache Avro
  • RegMon
  • Load testing software
  • GitHub Copilot
  • Microsoft Word
  • Integrated development environment IDE software
  • Workflow software
  • Collaborative Application Markup Language CAML
  • Microsoft SQL Server Reporting Services SSRS
  • Regression testing software
  • Adobe Acrobat
  • FitNesse
  • Antivirus software
  • Apache Sqoop
  • Red Hat OpenShift
  • Ansible software
  • IBM Rational PurifyPlus
  • Microsoft Windows SDK
  • Apache HBase
  • Apache Maven
  • E++ pattern language
  • Fault testing software
  • Web application software
  • AJAX
  • Beginner's all-purpose symbolic instruction code BASIC
  • SAS
  • Scala
  • Microsoft DirectX
  • Forth
  • Cursor AI
  • Integration testing software
  • Functional testing software
  • Skype
  • Adobe Illustrator
  • LogMeIn GoToWebinar
  • Transact-SQL
  • Xcode
  • GNU Image Manipulation Program GIMP
  • Talend Big Data Integration
  • Docker
  • VMWare Workstation
  • Automated installation software
  • Apache Cassandra
  • Minitab
  • Test implementation software
  • Static analysis software
  • Relational database management software
  • Objective Caml
  • IBM Rational Robot
  • Extensible markup language XML
  • Geographic information system GIS software
  • Amazon Web Services AWS software
  • Microsoft Visual Studio
  • Prolog
  • Hewlett Packard LoadRunner
  • Microsoft .NET Framework
  • Simulation program with integrated circuit emphasis SPICE
  • Symantec Visual Cafe
  • Moodle
  • YouTube
  • MySQL
  • Oracle Fusion Applications
  • Google Drive
  • Lovable.dev
  • IBM Cognos Impromptu
  • Microsoft Dynamics GP
  • Component-based Scalable Logical Architecture CSLA
  • SAP PowerBuilder
  • Apache JMeter
  • Migration software
  • LexisNexis
  • Eiffel
  • IBM Middleware
  • Google Meet
  • Twiki
  • Job control language JCL
  • IEA Software Emerald
  • Extensible stylesheet language transformations XSLT
  • ABC: the AspectBench Compiler for AspectJ
  • Adobe Creative Cloud software
  • IBM Rational RequisitePro
  • Microsoft Teams
  • 3M Post-it App
  • Tabnine
  • Amazon Simple Storage Service S3
  • Adobe After Effects
  • Salesforce software
  • Simple API for XML SAX
  • Jupyter Notebook
  • Backup and archival software
  • Mistral (Mistral AI)
  • Ext JS
  • Delphi Technology
  • IBM Rational Rose XDE
  • Qlik Tech QlikView
  • Apache Tomcat
  • Google Analytics
  • Adobe InDesign
  • Nagios
  • R
  • ICON programming language
  • LogMeIn GoToMeeting
  • Ada
  • GitLab
  • File server software
  • IBM Rational ClearQuest
  • Enterprise resource planning ERP software
  • Adobe ActionScript
  • Cisco Webex
  • Airtable
  • JUnit
  • Oracle JD Edwards EnterpriseOne
  • Oracle Java
  • Object Management Group Object Request Broker
  • NUnit
  • Red Hat Ansible Engine
  • Emerald Software Group Emerald Green Office
  • Web service definition language WDSL
  • Salesforce Visualforce
  • PHP
  • v0 by Vercel
  • Devin (Cognition AI)
  • C++
  • IBM Power Systems software
  • Adobe Dreamweaver
  • Dynamic hypertext markup language DHTML
  • Scheme
  • C#
  • Magellan Firmware
  • Microsoft Publisher
  • Adobe Flex
  • Microsoft SharePoint
  • FileMon
  • Microsoft ESP SDK
  • Appium
  • Epic Systems
  • Google Sites
  • Formula translation/translator FORTRAN
  • Extensible hypertext markup language XHTML
  • Dynamic modeling software
  • Allaire ColdFusion
  • Computer Associates integrated data management system CA-IDMS
  • Veritas NetBackup
  • CruiseControl
  • Usability testing software
  • Canu
  • Hewlett-Packard HP QuickTest Professional
  • Distributed database management software
  • JavaScript
  • Version control software
  • ChatGPT (OpenAI)
  • Microsoft Team Foundation Server
  • Apache Kafka
  • Amazon Redshift
  • JetBrains IntelliJ IDEA
  • IBM DB2
  • B-Method
  • Computer On-line Real-time Applications Language CORAL 66
  • UNIX
  • National Instruments LabVIEW
  • Test design software
  • Swift
  • Amazon Data Pipeline
  • AWK
  • Embarcadero Delphi
  • LibreOffice
  • JavaScript Object Notation JSON
  • Hewlett-Packard HP TestDirector for Quality Center
  • Bugzilla
  • Apple Cocoa
  • Tableau
  • Bentley MicroStation
  • Blackbaud The Raiser's Edge
  • Microsoft Excel
  • Borland SilkTest
  • Apple macOS
  • VMWare ESX Server
  • Blackboard software
  • Modula
  • JamBoard
  • Debugview
  • Puppet
  • StataCorp Stata
  • Atlassian Bamboo
  • Bash
  • Google Gmail
  • Eclipse IDE
  • IBM AIX
  • Network intrusion detection software
  • Loom
  • Microsoft ASP.NET
  • Oracle Hyperion
  • Ubuntu
  • Perplexity AI
  • Virtual private networking VPN software
  • Supervisory control and data acquisition SCADA software
  • Interoperability testing software
  • Oracle JavaServer Pages JSP
  • Operating system software
  • IBM Notes
  • Microsoft SQL Server
  • Advanced business application programming ABAP
  • Microsoft Visual SourceSafe
  • Web browser software
  • Deployment software
  • Amazon Kinesis
  • MicroStrategy
  • Defect tracking software
  • Oracle Primavera Enterprise Project Portfolio Management
  • Microsoft Visual Basic Scripting Edition VBScript
  • Unit testing software
  • Data analysis software
  • Oracle Reports
  • Oracle PL/SQL
  • Hibernate ORM
  • Storage area network SAN software
  • Graphical user interface GUI builder software
  • Node.js
  • PuTTY
  • Apache HTTP Server
  • Oracle Database
  • Flipgrid
  • DeepSeek
  • IBM InfoSphere DataStage
  • Operating system shells
  • Python
  • Restructured extended executor REXX
  • Graphical user interface GUI design software
  • RESTful API
  • Oracle JDBC
  • MathWorks Simulink
  • Google Docs
  • In circuit emulators ICE
  • Multi-core central processing unit CPU
  • Application servers
  • Personal computers
  • Graphics processing unit GPU
  • Notebook computers
  • Computer network routers
  • Computer servers
  • Mainframe computers
  • Supercomputers
  • Directory servers
  • Desktop computers
  • Laptop computers
  • Digital cameras
  • Logic analyzers
  • Flash disks
  • Mainframe operating systems

Alternative Job Titles