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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

  • Install, maintain, or use software testing programs.

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

  • 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.

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

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

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

  • Design or develop automated testing tools.

  • Test system modifications to prepare for implementation.

  • Conduct historical analyses of test results.

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

  • Investigate customer problems referred by technical support.

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

  • Coordinate user or third-party testing.

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

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

  • Monitor bug resolution efforts and track successes.

  • 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.

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

  • Visit beta testing sites to evaluate software performance.

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

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

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

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

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

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

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

  • Evaluate or recommend software for testing or bug tracking.

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

Alternative Job Titles