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Automation Risk Analysis

Will “Technical Support Engineer” be Automated?

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AI Exposure Risk

62%

“Technical Support Engineer” 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%

“Technical Support Engineer” 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

  • Design or develop automated testing tools.

  • Conduct historical analyses of test results.

  • Coordinate user or third-party testing.

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

  • Evaluate or recommend software for testing or bug tracking.

  • Test system modifications to prepare for implementation.

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

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

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

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

  • Visit beta testing sites to evaluate software performance.

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

  • Install, maintain, or use software testing programs.

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

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

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

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

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

  • Monitor bug resolution efforts and track successes.

  • Update automated test scripts to ensure currency.

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

  • Create or maintain databases of known test defects.

  • 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.

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

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

  • Investigate customer problems referred by technical support.

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

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

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

Technologies & Software

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  • Unified modeling language UML
  • IBM AIX
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  • Teradata Database
  • Microsoft Windows
  • IBM Notes
  • Ansible software
  • Dynamic analysis software
  • Apple macOS
  • Microsoft Excel
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Atlassian Confluence
  • Trimble SketchUp Pro
  • Data analysis software
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  • Web browser software
  • MUMPS M
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  • XML Path Language XPATH
  • Extensible stylesheet language transformations XSLT
  • Deployment software
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  • Adobe Flex
  • Amazon DynamoDB
  • AWK
  • LibreOffice
  • SmugMug Flickr
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  • Google Docs
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  • UNIX Shell
  • Evernote
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  • Microsoft SQL Server Reporting Services SSRS
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  • Microsoft Visual Studio
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  • Transact-SQL
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  • Hewlett Packard HP-UX
  • ABC Compiler
  • Microsoft Office software
  • IBM Rational PurifyPlus
  • IBM Rational ClearQuest
  • List processing language LISP
  • Red Hat Enterprise Linux
  • Storage area network SAN software
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  • Microsoft Internet Explorer
  • Microsoft Visio
  • Apache Groovy
  • Defect tracking software
  • Amazon Kinesis
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  • Django
  • SAS
  • Microsoft Windows SDK
  • Integrated development environment IDE software
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  • Eclipse IDE
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  • SAP Business Objects
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  • Computer On-line Real-time Applications Language CORAL 66
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  • Jenkins CI
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  • Data manipulation language DML
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  • DeepSeek
  • Ubuntu
  • B-Method
  • Oracle PeopleSoft
  • Apache JMeter
  • Objective Caml
  • Microsoft SQL Server Integration Services SSIS
  • Microsoft ASP.NET
  • Modula
  • Beginner's all-purpose symbolic instruction code BASIC
  • Python
  • Delphi Technology
  • KornShell
  • ChatGPT (OpenAI)
  • Adobe Photoshop
  • Adobe ActionScript
  • React
  • Microsoft Dynamics
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Team Foundation Server
  • Blink
  • SAP NetWeaver
  • Cisco Webex
  • Verilog
  • Microsoft Exchange
  • Adobe After Effects
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  • Social media sites
  • Web service definition language WDSL
  • Disk operating system DOS
  • The MathWorks MATLAB
  • Static analysis software
  • Dynamic hypertext markup language DHTML
  • LogMeIn GoToMeeting
  • Prolog
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  • Node.js
  • Oracle PL/SQL
  • Gemini Code Assist
  • Restructured extended executor REXX
  • IBM Cognos Impromptu
  • ESRI ArcGIS software
  • Amazon Web Services AWS CloudFormation
  • Apple Cocoa
  • Microsoft ASP.NET Core MVC
  • System testing software
  • Microsoft PowerShell
  • MySQL
  • Microsoft Visual SourceSafe
  • JUnit
  • Atlassian JIRA
  • Red Hat OpenShift
  • Adobe Acrobat
  • Twiki
  • Spring Framework
  • Forth
  • Oracle Solaris
  • Allaire ColdFusion
  • SAP software
  • Microsoft Windows Server
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  • QNX
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  • Simple API for XML SAX
  • R
  • Apache Avro
  • Microsoft SQL Server
  • Recovery testing software
  • Adobe InDesign
  • Version control software
  • Bigloo Scheme
  • C#
  • Minitab
  • Google Antigravity
  • Flipgrid
  • Debugview
  • Apache Hive
  • VMWare ESX Server
  • JavaScript
  • Amazon CodeWhisperer
  • IBM Rational RequisitePro
  • Amazon Redshift
  • IBM SPSS Statistics
  • v0 by Vercel
  • JetBrains IntelliJ IDEA
  • Cursor AI
  • Splunk Enterprise
  • Operating system shells
  • Formula translation/translator FORTRAN
  • Acresso InstallAnywhere
  • Salesforce Visualforce
  • Unit testing software
  • Red Hat Ansible Engine
  • Bentley MicroStation
  • Network intrusion detection software
  • A programming language APL
  • Postman
  • Veritas NetBackup
  • Wireshark
  • IBM Rational Rose XDE
  • Source code editor software
  • Ruby on Rails
  • Amazon Simple Storage Service S3
  • Spring Boot
  • Oracle Java
  • Scheme
  • Google Analytics
  • Voice over internet protocol VoIP system software
  • String oriented symbolic language SNOBOL
  • Win CE
  • Ruby
  • UNIX
  • Apache Flume
  • PostgreSQL
  • Stress testing software
  • Hewlett-Packard HP QuickTest Professional
  • Visible Razor
  • Quest Erwin Data Modeler
  • Microsoft Project
  • Bolt.new
  • Test design software
  • Drupal
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  • Interstate connection ICON
  • IBM z/OS operating systems
  • Oracle Reports
  • Salesforce software
  • GitHub
  • PHP
  • Fault testing software
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  • Linux
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  • Apache Cassandra
  • Qlik Tech QlikView
  • Patch management software
  • FileMaker Pro
  • Eiffel
  • Oracle PeopleSoft Financials
  • Extensible hypertext markup language XHTML
  • Oracle Business Intelligence Suite
  • Embarcadero Delphi
  • GitHub Copilot
  • ICON programming language
  • Configuration management software
  • Tableau
  • Enterprise application integration EAI software
  • Enterprise JavaBeans
  • RegMon
  • Microsoft Active Server Pages ASP
  • Oracle E-Business Suite Financials
  • Interoperability testing software
  • Common business oriented language COBOL
  • Apache Pig
  • Pascal
  • Enterprise resource planning ERP software
  • NetSuite ERP
  • Gambit Scheme
  • IBM Rational Robot
  • Microsoft .NET Framework
  • Test implementation software
  • Algorithmic language ALGOL
  • ADO.NET
  • ABC: the AspectBench Compiler for AspectJ
  • Microsoft Azure DevOps Services
  • Skype
  • Puppet
  • Apache Solr
  • FaceTime
  • Adobe Illustrator
  • Devin (Cognition AI)
  • Apache Oozie
  • Lovable.dev
  • National Instruments LabVIEW
  • Google Angular
  • LinkedIn
  • Firewall software
  • Go
  • Git
  • Software distribution management software
  • Microsoft Visual Basic
  • Structured Query Report SQR
  • YourKit Java Profiler
  • Adobe Creative Cloud software
  • Docker
  • Structured query language SQL
  • RESTful API
  • Anti-spyware software
  • Blackbaud The Raiser's Edge
  • Mozilla Firefox
  • C
  • Microsoft ESP SDK
  • Haskell
  • SAP Business Intelligence
  • McAfee
  • Usability testing software
  • Oracle Application Server
  • Moodle
  • Microsoft Visual Basic for Applications VBA
  • Mutation testing software
  • Wind River Systems VxWorks
  • File server software
  • Shell script
  • Dassault Systemes CATIA
  • 3M Post-it App
  • Microsoft Dynamics GP
  • Tax software
  • Migration testing software
  • Zoom
  • Programming language one PL/I
  • ej-technologies JProfiler
  • JamBoard
  • Component object model COM software
  • Microsoft PowerPoint
  • Relational database management software
  • Screencastify
  • Apache Kafka
  • Google Slides
  • Apache Hadoop
  • American National Standards Institute ANSI C
  • Virtual private networking VPN software
  • Amazon Data Pipeline
  • TestNG
  • Microsoft Visual Basic.NET
  • Oracle Fusion Applications
  • IBM DB2
  • DataVision
  • Jupyter Notebook
  • Encryption software
  • Wind River VxWorks
  • Apache Struts
  • Oracle Business Intelligence Discoverer
  • Swift
  • Emerald Software Group Emerald Green Office
  • Collaborative Application Markup Language CAML
  • Object Management Group Object Request Broker
  • Requirements management software
  • Microsoft Internet Information Services (IIS)
  • Oracle Fusion Middleware
  • Oracle JavaServer Pages JSP
  • Microsoft DirectX
  • Microsoft Visual C# .NET
  • Mistral (Mistral AI)
  • Citrix cloud computing software
  • SAP Adaptive Server Enterprise
  • Graphical user interface GUI builder software
  • GitLab
  • Google Drive
  • Cisco IOS
  • VMWare Workstation
  • Hibernate ORM
  • Apache Maven
  • Apache HTTP Server
  • E++ pattern language
  • Document Object Model DOM Scripting
  • CruiseControl
  • Backup and archival software
  • Laptop computers
  • Computer servers
  • Personal computers
  • Computer network routers
  • Application servers
  • In circuit emulators ICE
  • Flash disks
  • Directory servers
  • Desktop computers
  • Supercomputers
  • Graphics processing unit GPU
  • Digital cameras
  • Multi-core central processing unit CPU
  • Logic analyzers
  • Mainframe computers
  • Mainframe operating systems
  • Notebook computers

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