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Automation Risk Analysis

Will “Systems Analysis Specialist” be Automated?

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AI Exposure Risk

55%

“Systems Analysis Specialist” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Systems Analysis Specialist” 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 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Systems Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.

Avg. Annual Salary $111,960
Avg. Hourly Wage $53.83
Available Jobs (US) 497,800
Job Title & Hierarchy Code (SOC) Computer Systems Analysts #15-1211
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Systems Analysts”

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Core Skills & Abilities

  • Expand or modify system to serve new purposes or improve work flow.

  • Recommend new equipment or software packages.

  • Specify inputs accessed by the system and plan the distribution and use of the results.

  • Determine computer software or hardware needed to set up or alter systems.

  • Consult with management to ensure agreement on system principles.

  • Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.

  • Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.

  • Develop, document, and revise system design procedures, test procedures, and quality standards.

  • Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.

  • Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.

  • Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.

  • Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.

  • Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.

  • Train staff and users to work with computer systems and programs.

  • Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.

  • Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.

  • Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.

  • Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.

  • Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.

  • Assess the usefulness of pre-developed application packages and adapt them to a user environment.

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  • Spring Framework
  • Smalltalk
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  • Microsoft Visual Studio
  • PHP
  • Atlassian JIRA
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  • Oracle Cloud software
  • Time sharing option TSO software
  • Static analysis software
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  • Blackboard software
  • SAP Master Data Management MDM
  • Application management software
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  • Unified modeling language UML
  • HyperSpace
  • jQuery
  • Supervisory control and data acquisition SCADA software
  • Security testing software
  • Enterprise JavaBeans
  • System testing software
  • Rapide
  • Nagios
  • Apache Ant
  • Dassault Systemes CATIA
  • C++
  • Functional testing software
  • Flow chart software
  • DeepSeek
  • Microsoft Visual Basic for Applications VBA
  • SAP Adaptive Server Enterprise
  • Migration testing software
  • Chef
  • 3M Post-it App
  • JUnit
  • Objective C
  • Software distribution software
  • Docker
  • Interoperability testing software
  • Microsoft Visio
  • System and data disaster recovery software
  • YouTube
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  • KornShell
  • InstallShield
  • Slack
  • FileMaker Pro
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  • Healthcare common procedure coding system HCPCS
  • Linux
  • Usability testing software
  • CrossTec NetOp Remote Control
  • Microsoft Windows
  • Stac Software ReachOut
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  • Microsoft Power BI
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  • J
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  • Distributed component object model DCOM software
  • Red Hat Enterprise Linux
  • SAP NetWeaver
  • NoSQL
  • IBM Rational ClearQuest
  • Bolt.new
  • Test implementation software
  • Popkin System Architect
  • Oracle Master Data Management MDM Suite
  • Microsoft SQL Server
  • Extensible hypertext markup language XHTML
  • Requirements management software
  • The MathWorks MATLAB
  • SAP software
  • Oracle Solaris
  • Computer aided design and drafting CADD software
  • Microsoft Visual FoxPro
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  • Medical procedure coding software
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  • VMware
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  • Integrated development environment IDE software
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  • Microsoft Office software
  • Google Docs
  • Apache Struts
  • Microsoft PowerPoint
  • Wise Solutions Wise for Windows Installer
  • Remote control software
  • Blackbaud The Raiser's Edge
  • Google Analytics
  • Hibernate ORM
  • AJAX
  • Oracle JD Edwards EnterpriseOne
  • Citrix cloud computing software
  • Microsoft SQL Server Reporting Services SSRS
  • Oracle E-Business Suite Financials
  • Business intelligence system software
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  • Apache HTTP Server
  • Git
  • StataCorp Stata
  • JavaScript
  • Codeium
  • Database software
  • C#
  • Defect tracking software
  • Backbone.js
  • Microsoft Windows Server
  • Stress testing software
  • MongoDB
  • Virus scanning software
  • OrCAD Capture
  • Apache Kafka
  • Oracle Hyperion
  • Web server software
  • Qlik Tech QlikView
  • Epic Systems
  • Geographic information system GIS software
  • Oracle Database
  • Hypertext markup language HTML
  • Selenium
  • Microsoft Excel
  • Electronic design automation EDA software
  • Amazon DynamoDB
  • Python
  • Google Angular
  • Mistral AI (chat/models)
  • Ada
  • Tableau
  • Mutation testing software
  • Hewlett Packard HP-UX
  • Extensible markup language XML
  • Component object model COM software
  • GitHub Copilot
  • NetSuite ERP
  • Ext JS
  • Load testing software
  • Adobe Photoshop
  • Microsoft Publisher
  • Amazon Redshift
  • Dynamic hypertext markup language DHTML
  • Omni Group OmniGraffle
  • Adobe Flex
  • Adobe Illustrator
  • GitHub
  • UNIX Shell
  • Oracle JDBC
  • Red Hat WildFly
  • PostgreSQL
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  • Data conversion software
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  • ESRI ArcGIS software
  • Adobe ColdFusion
  • Oracle SQL Developer
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  • IBM Power Systems software
  • Systems and application deployment and migration software
  • Oracle PL/SQL
  • Oracle Business Intelligence Enterprise Edition
  • Teradata Database
  • Minitab
  • LexisNexis
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  • SAP BusinessObjects Desktop Intelligence
  • Element management software
  • Snort
  • Mistral (Mistral AI)
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  • National Instruments LabVIEW
  • Oracle JavaServer Pages JSP
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  • Customer information control system CICS
  • Apache Maven
  • Cascading style sheets CSS
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  • Skype
  • Access management software
  • Shell script
  • Oracle Primavera Enterprise Project Portfolio Management
  • McAfee
  • Tax software
  • Integration testing software
  • Microsoft Visual C# .NET
  • Oracle Fusion Applications
  • Software asset management SAM software
  • Amazon Web Services AWS CloudFormation
  • Red Hat OpenShift
  • Version control software
  • Microsoft Exchange
  • IBM WebSphere
  • Recovery testing software
  • Microsoft Visual Basic.NET
  • Salesforce software
  • Cost estimating software
  • Cisco Systems CiscoWorks
  • Transact-SQL
  • Splunk Enterprise
  • Quest Erwin Data Modeler
  • Kimi (Moonshot AI)
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  • Microsoft Team Foundation Server
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  • Help desk software
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  • Adobe Acrobat
  • Medical condition coding software
  • Apache Cassandra
  • Dynamic analysis software
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Microsoft Access
  • SAP Business Objects
  • Spring Boot
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  • SAP ERP
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  • Apache Tomcat
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  • C
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  • Microsoft ASP.NET Core MVC
  • Apache Solr
  • Slido interaction software
  • Django
  • LAMP Stack
  • Apache Spark
  • Operating system software
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  • Verilog
  • Oracle Application Server
  • Jupyter Notebook
  • Relational database management software
  • Swift
  • Cisco Webex
  • Puppet
  • Bash
  • Embarcadero JBuilder
  • JavaScript Object Notation JSON
  • Atlassian Confluence
  • MEDITECH software
  • OpenAI ChatGPT
  • Symantec Visual Cafe
  • Apache Hadoop
  • Claude (Anthropic)
  • Oracle Java
  • Microsoft Word
  • Grok (xAI)
  • Microsoft Internet Information Services (IIS)
  • Amazon CodeWhisperer
  • IBM Notes
  • React
  • Microsoft Project
  • IBM InfoSphere DataStage
  • Wireshark
  • Job control language JCL
  • ServiceNow
  • Oracle Business Intelligence Suite
  • MicroStrategy
  • Marketo Marketing Automation
  • Human resource management software HRMS
  • SAP NetWeaver BW
  • Blink
  • Go
  • Microsoft SharePoint
  • Sun Microsystems Sun ONE
  • Adobe Dreamweaver
  • Atlassian Bamboo
  • Ruby on Rails
  • Microsoft Teams
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  • Microsoft SQL Server Integration Services SSIS
  • Microsoft Azure software
  • Compatibility testing software
  • ChatGPT (OpenAI)
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  • SAP Crystal Reports
  • Node.js
  • Structured query language SQL
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Alternative Job Titles