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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

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

  • Evaluate or recommend software for testing or bug tracking.

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

  • Monitor bug resolution efforts and track successes.

  • 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.

  • Coordinate user or third-party testing.

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

  • Install, maintain, or use software testing programs.

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

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

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

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

  • Investigate customer problems referred by technical support.

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

  • Test system modifications to prepare for implementation.

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

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

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

  • Design or develop automated testing tools.

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

  • Update automated test scripts to ensure currency.

  • 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.

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

  • Visit beta testing sites to evaluate software performance.

  • Create or maintain databases of known test defects.

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

  • Conduct historical analyses of test results.

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

Technologies & Software

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

Alternative Job Titles