🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Data Modeler” be Automated?

Advertisement

A robot took your ad!

Ads keep this free. Please whitelist replacedbyrobot.info!

AI Exposure Risk

62%

“Data Modeler” 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%

“Data Modeler” 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”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info!

Core Skills & Abilities

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

  • Monitor bug resolution efforts and track successes.

  • Update automated test scripts to ensure currency.

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

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

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

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

  • Design or develop automated testing tools.

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

  • 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.

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

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

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

  • Test system modifications to prepare for implementation.

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

  • Install, maintain, or use software testing programs.

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

  • 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.

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

  • Coordinate user or third-party testing.

  • Visit beta testing sites to evaluate software performance.

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

  • Create or maintain databases of known test defects.

  • Conduct historical analyses of test results.

  • Evaluate or recommend software for testing or bug tracking.

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

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

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

Technologies & Software

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

Alternative Job Titles