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Automation Risk Analysis

Will “Systems Analyst” be Automated?

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AI Exposure Risk

62%

“Systems Analyst” 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%

“Systems Analyst” 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

  • Coordinate user or third-party testing.

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

  • Test system modifications to prepare for implementation.

  • Evaluate or recommend software for testing or bug tracking.

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

  • Create or maintain databases of known test defects.

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

  • Conduct historical analyses of test results.

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

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

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

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

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

  • Design or develop automated testing tools.

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

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

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

  • Visit beta testing sites to evaluate software performance.

  • Investigate customer problems referred by technical support.

  • Monitor bug resolution efforts and track successes.

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

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

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

  • Update automated test scripts to ensure currency.

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

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

  • 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.

  • Install, maintain, or use software testing programs.

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

Technologies & Software

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  • Microsoft Project
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  • Microsoft PowerPoint
  • Microsoft ActiveX
  • Microsoft Windows Server
  • JavaScript Object Notation JSON
  • Selenium
  • Microsoft Exchange
  • Slack
  • Emerald Software Group Emerald Green Office
  • Wind River VxWorks
  • Adobe After Effects
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  • Eclipse IDE
  • Win CE
  • Microsoft Teams
  • Google Docs
  • Source code editor software
  • SAP Adaptive Server Enterprise
  • Migration testing software
  • Visible Razor
  • Microsoft SQL Server Reporting Services SSRS
  • Loom
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  • GNU Image Manipulation Program GIMP
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  • AJAX
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  • GitHub
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  • JavaScript
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  • IBM AIX
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  • Gemini Code Assist
  • Geographic information system GIS software
  • Oracle Solaris
  • String oriented symbolic language SNOBOL
  • Microsoft Visual Basic.NET
  • SAP NetWeaver
  • Borland SilkTest
  • Microsoft SQL Server
  • Apache Tomcat
  • Tabnine
  • IBM DB2
  • Xcode
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  • Spring Framework
  • Simple API for XML SAX
  • Social media sites
  • LAMP Stack
  • B-Method
  • Document Object Model DOM Scripting
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  • Operating system shells
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  • R
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  • Functional testing software
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  • C
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  • Document management system software
  • Structured query language SQL
  • Microsoft Visual Basic for Applications VBA
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  • MySQL
  • Red Hat Ansible Engine
  • Microsoft Visio
  • Blink
  • Bigloo Scheme
  • IBM z/OS operating systems
  • UNIX Shell
  • Customer information control system CICS
  • Red Hat Enterprise Linux
  • Backbone.js
  • Graphical user interface GUI design software
  • Apache Hadoop
  • J
  • Acresso InstallAnywhere
  • Minitab
  • Microsoft Word
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  • SAP Business Objects
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  • IBM Cognos Impromptu
  • Load testing software
  • Scheme
  • Defect tracking software
  • Apache Spark
  • Apache Solr
  • Version control software
  • VMWare Workstation
  • Apple macOS
  • ICON programming language
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  • Microsoft Publisher
  • Apache Hive
  • Apache JMeter
  • Epic Systems
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  • Atlassian Confluence
  • Data definition language DDL
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  • Apache Groovy
  • Swift
  • Ubuntu
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  • Cascading style sheets CSS
  • VMware
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  • Data manipulation language DML
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  • Jupyter Notebook
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  • MUMPS M
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  • Modula
  • Ruby on Rails
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  • System testing software
  • Git
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  • Apache HTTP Server
  • Adobe Acrobat
  • Evernote
  • Data analysis software
  • Encryption software
  • YourKit Java Profiler
  • Pascal
  • Screencastify
  • Apache Cassandra
  • IBM Power Systems software
  • Hewlett Packard HP-UX
  • Microsoft Visual SourceSafe
  • Dassault Systemes CATIA
  • Autodesk AutoCAD
  • Adobe Creative Cloud software
  • DataVision
  • Perl
  • Oracle Business Intelligence Discoverer
  • Nagios
  • Tax software
  • UNIX
  • Veritas NetBackup
  • IBM WebSphere
  • Oracle Java
  • Microsoft Office software
  • Fault testing software
  • DeepSeek
  • JUnit
  • Web application software
  • Zoom
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  • Microsoft Active Server Pages ASP
  • Web server software
  • C++
  • Configuration management software
  • Simulation program with integrated circuit emphasis SPICE
  • Amazon CodeWhisperer
  • Canu
  • Microsoft ASP.NET Core MVC
  • Ruby
  • Docker
  • Apache HBase
  • Microsoft Internet Explorer
  • Wind River Systems VxWorks
  • CruiseControl
  • Network intrusion detection software
  • Django
  • Verilog
  • Apache Flume
  • Dynamic modeling software
  • MongoDB
  • Virtual private networking VPN software
  • Oracle JavaServer Pages JSP
  • Smalltalk
  • Job control language JCL
  • Static analysis software
  • Stress testing software
  • Airtable
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  • Apache Kafka
  • LogMeIn GoToMeeting
  • Microsoft Azure DevOps Services
  • Adobe ActionScript
  • Node.js
  • Bolt.new
  • IBM Rational PurifyPlus
  • IBM Rational RequisitePro
  • Oracle PeopleSoft
  • React
  • SAP Business Intelligence
  • Gemini (Google)
  • Microsoft Windows SDK
  • Apache Maven
  • Mistral (Mistral AI)
  • Microsoft OneNote
  • RESTful API
  • Delphi Technology
  • Microsoft Excel
  • FileMon
  • Apache Sqoop
  • Oracle Eloqua
  • Regression testing software
  • Extensible stylesheet language transformations XSLT
  • Oracle Database
  • Salesforce software
  • QNX
  • Microsoft Visual Basic Scripting Edition VBScript
  • PostgreSQL
  • Oracle PeopleSoft Financials
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  • SmugMug Flickr
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  • Multi-core central processing unit CPU
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  • Logic analyzers
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  • Computer servers
  • Flash disks
  • Digital cameras
  • Graphics processing unit GPU
  • Directory servers
  • Mainframe operating systems
  • Desktop computers
  • Supercomputers
  • Mainframe computers
  • Laptop computers

Alternative Job Titles