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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

  • 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.

  • Test system modifications to prepare for implementation.

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

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

  • Investigate customer problems referred by technical support.

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

  • Install, maintain, or use software testing programs.

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

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

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

  • Coordinate user or third-party testing.

  • Conduct historical analyses of test results.

  • Create or maintain databases of known test defects.

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

  • Design or develop automated testing tools.

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

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

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

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

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

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

  • Monitor bug resolution efforts and track successes.

  • Evaluate or recommend software for testing or bug tracking.

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

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

  • Update automated test scripts to ensure currency.

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

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

Technologies & Software

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  • Apache Maven
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  • UNIX
  • Trimble SketchUp Pro
  • GNU Image Manipulation Program GIMP
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  • Extensible markup language XML
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  • jQuery
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  • Algorithmic language ALGOL
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  • Spring Framework
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  • JavaScript Object Notation JSON
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  • Restructured extended executor REXX
  • Embedded systems development software
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  • Git
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  • Red Hat Enterprise Linux
  • Adobe ActionScript
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  • Oracle JD Edwards EnterpriseOne
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  • Web browser software
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  • Simple API for XML SAX
  • Microsoft .NET Framework
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  • Objective C
  • Forth
  • C++
  • Dynamic modeling software
  • Virtual private networking VPN software
  • Apache Oozie
  • J
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  • RegMon
  • Amazon Redshift
  • MathWorks Simulink
  • Jenkins CI
  • IBM Notes
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  • Apache HTTP Server
  • ej-technologies JProfiler
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  • Configuration management software
  • Ubuntu
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  • SAP Crystal Reports
  • Red Hat WildFly
  • Beginner's all-purpose symbolic instruction code BASIC
  • DeepSeek
  • YourKit Java Profiler
  • Integrated development environment IDE software
  • Migration software
  • Microsoft Windows Server
  • IBM Power Systems software
  • VMware
  • Microsoft ESP SDK
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  • American National Standards Institute ANSI C
  • Jupyter Notebook
  • Integration testing software
  • Adobe Dreamweaver
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  • System testing software
  • IBM SPSS Statistics
  • MUMPS M
  • Adobe Acrobat
  • Delphi Technology
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  • Graphical user interface GUI builder software
  • Oracle Java
  • JamBoard
  • Transact-SQL
  • Microsoft PowerShell
  • Node.js
  • LibreOffice
  • Usability testing software
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  • Google Docs
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  • Hewlett Packard HP-UX
  • Airtable
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  • PostgreSQL
  • Watir
  • Microsoft Azure DevOps Services
  • GitLab
  • Microsoft Windows
  • Microsoft Visual Basic.NET
  • Component-based Scalable Logical Architecture CSLA
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  • SAS
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  • Bash
  • Source code editor software
  • Skype
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  • JUnit
  • Mistral AI (chat/models)
  • McAfee
  • Scala
  • UNIX Shell
  • SmartBear Software AutomatedQA TestComplete
  • Shell script
  • Unified modeling language UML
  • Google Meet
  • Talend Big Data Integration
  • Bolt.new
  • Backbone.js
  • Static analysis software
  • JavaScript
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  • YouTube
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  • Stress testing software
  • RESTful API
  • Zoom
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  • NetSuite ERP
  • LogMeIn GoToWebinar
  • Ada
  • Unit testing software
  • v0 by Vercel
  • Twiki
  • Microsoft Internet Information Services (IIS)
  • National Instruments LabVIEW
  • Web application software
  • E++ pattern language
  • Atlassian JIRA
  • Ext JS
  • IBM Cognos Impromptu
  • Python
  • Microsoft Visual Basic
  • Qwen (Alibaba)
  • Selenium
  • Apache Kafka
  • Test design software
  • IBM Rational PurifyPlus
  • Test implementation software
  • Nagios
  • Microsoft SQL Server
  • Formula translation/translator FORTRAN
  • Ruby on Rails
  • Codeium
  • Functional testing software
  • Oracle Business Intelligence Suite
  • Mistral (Mistral AI)
  • Interstate connection ICON
  • Wind River VxWorks
  • Blackbaud The Raiser's Edge
  • Microsoft Exchange
  • Operating system shells
  • Computer On-line Real-time Applications Language CORAL 66
  • Apache Pig
  • Epic Systems
  • Job control language JCL
  • Microsoft SharePoint
  • Oracle PL/SQL
  • Workflow software
  • Adobe InDesign
  • Microsoft transact-structural query language T-SQL
  • Spring Boot
  • Embarcadero Delphi
  • Microsoft Internet Explorer
  • Apache Sqoop
  • Structured query language SQL
  • Docker
  • Apache Hive
  • Interoperability testing software
  • IBM Domino
  • Revision control software
  • Oracle Primavera Enterprise Project Portfolio Management
  • Apache Subversion SVN
  • Data manipulation language DML
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Apache Solr
  • Structured Query Report SQR
  • MongoDB
  • Hibernate ORM
  • Teradata Database
  • Apache Avro
  • Amazon Web Services AWS software
  • Programming language one PL/I
  • Adobe Photoshop
  • ChatGPT (OpenAI)
  • IBM Middleware
  • Object Management Group Object Request Broker
  • Notebook computers
  • Desktop computers
  • Flash disks
  • Personal computers
  • Application servers
  • Mainframe operating systems
  • Multi-core central processing unit CPU
  • In circuit emulators ICE
  • Directory servers
  • Supercomputers
  • Computer servers
  • Digital cameras
  • Laptop computers
  • Mainframe computers
  • Computer network routers
  • Logic analyzers
  • Graphics processing unit GPU

Alternative Job Titles