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Automation Risk Analysis

Will “Computer Consultant” be Automated?

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AI Exposure Risk

62%

“Computer Consultant” 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%

“Computer Consultant” 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

  • Test system modifications to prepare for implementation.

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

  • 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.

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

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

  • Evaluate or recommend software for testing or bug tracking.

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

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

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

  • Update automated test scripts to ensure currency.

  • Create or maintain databases of known test defects.

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

  • Conduct historical analyses of test results.

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

  • Design or develop automated testing tools.

  • 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.

  • Install, maintain, or use software testing programs.

  • Monitor bug resolution efforts and track successes.

  • 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.

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

  • Coordinate user or third-party testing.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles