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Automation Risk Analysis

Will “Server Engineer” be Automated?

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AI Exposure Risk

62%

“Server 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%

“Server 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

  • Evaluate or recommend software for testing or bug tracking.

  • Conduct historical analyses of test results.

  • Coordinate user or third-party testing.

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

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

  • Visit beta testing sites to evaluate software performance.

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

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

  • Install, maintain, or use software testing programs.

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

  • Test system modifications to prepare for implementation.

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

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

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

  • Monitor bug resolution efforts and track successes.

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

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

  • 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.

  • 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.

  • Create or maintain databases of known test defects.

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

  • Design or develop automated testing tools.

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

  • Investigate customer problems referred by technical support.

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

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

  • Update automated test scripts to ensure currency.

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

Technologies & Software

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  • Scala
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  • Microsoft .NET Framework
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  • PHP
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  • GroupMe
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  • Simulation program with integrated circuit emphasis SPICE
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  • Computer On-line Real-time Applications Language CORAL 66
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  • Usability testing software
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  • Microsoft Active Server Pages ASP
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  • Microsoft OneNote
  • Simple API for XML SAX
  • Watir
  • Drupal
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  • E++ pattern language
  • Test implementation software
  • Distributed database management software
  • Microsoft SQL Server
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  • Amazon Redshift
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  • Graphical user interface GUI design software
  • Google Sites
  • Software distribution management software
  • Hewlett-Packard HP TestDirector for Quality Center
  • IBM AIX
  • Objective C
  • IBM Rational Robot
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  • MongoDB
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  • Microsoft transact-structural query language T-SQL
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  • J
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  • Oracle Database
  • Teradata Database
  • Microsoft Visio
  • Haskell
  • JavaScript
  • Extensible hypertext markup language XHTML
  • Red Hat Ansible Engine
  • JUnit
  • ABC: the AspectBench Compiler for AspectJ
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  • Microsoft Azure software
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  • Verilog
  • Apache HTTP Server
  • Devin (Cognition AI)
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  • Deployment software
  • Microsoft Internet Information Services (IIS)
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  • AWK
  • Apache Hive
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  • Ubuntu
  • Hewlett-Packard HP QuickTest Professional
  • Oracle Eloqua
  • Microsoft Windows Server
  • Atlassian JIRA
  • Google Drive
  • Test design software
  • JavaScript Object Notation JSON
  • Common Lisp Object System CLOS
  • Kimi (Moonshot AI)
  • ABC Compiler
  • Node.js
  • Slack
  • Oracle PeopleSoft
  • Oracle Reports
  • Mistral AI (chat/models)
  • IBM InfoSphere DataStage
  • Veritas NetBackup
  • Backbone.js
  • C
  • National Instruments LabVIEW
  • GNU Image Manipulation Program GIMP
  • ej-technologies JProfiler
  • Object Management Group Object Request Broker
  • Microsoft ASP.NET
  • Apache Sqoop
  • Microsoft Visual Basic for Applications VBA
  • A programming language APL
  • Hypertext markup language HTML
  • Enterprise application integration EAI software
  • Magellan Firmware
  • Ruby
  • Web application software
  • Fault testing software
  • Oracle Java
  • Google Docs
  • Microsoft Dynamics
  • B-Method
  • Hibernate ORM
  • Event-driven State-machines Programming
  • Screencastify
  • Gambit Scheme
  • Data definition language DDL
  • Defect tracking software
  • IBM Rational ClearQuest
  • LinkedIn
  • Dynamic hypertext markup language DHTML
  • LexisNexis
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  • Microsoft Project
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  • Distributed component object model DCOM software
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  • VMWare Workstation
  • Docker
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  • Source code editor software
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  • Notebook computers
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  • Computer network routers
  • Mainframe computers
  • Application servers
  • Personal computers
  • Desktop computers
  • Multi-core central processing unit CPU
  • Flash disks
  • In circuit emulators ICE
  • Computer servers
  • Graphics processing unit GPU
  • Supercomputers
  • Logic analyzers
  • Mainframe operating systems
  • Laptop computers
  • Digital cameras

Alternative Job Titles