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Automation Risk Analysis

Will “Systems Analyst” be Automated?

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AI Exposure Risk

55%

“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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“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 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

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

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

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

  • Recommend new equipment or software packages.

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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

  • 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.

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

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

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

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

Technologies & Software

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  • IBM DB2
  • R
  • J
  • Scala
  • Oracle Primavera Enterprise Project Portfolio Management
  • IBM Rational Rose XDE
  • Oracle Solaris
  • Embarcadero JBuilder
  • InstallShield
  • Verilog
  • Symantec pcAnywhere
  • Qlik Tech QlikView
  • C++
  • Oracle JavaServer Pages JSP
  • Cisco Systems CiscoWorks
  • Distributed component object model DCOM software
  • Hibernate ORM
  • IBM Cognos Impromptu
  • C
  • Devin (Cognition AI)
  • Common business oriented language COBOL
  • Transact-SQL
  • Codeium
  • Quest Erwin Data Modeler
  • Medical procedure coding software
  • Apache HTTP Server
  • Slack
  • IBM InfoSphere DataStage
  • Microsoft Dynamics
  • Hewlett Packard LoadRunner
  • Adobe ActionScript
  • Security testing software
  • Veritas NetBackup
  • Interoperability testing software
  • Oracle Master Data Management MDM Suite
  • Marketo Marketing Automation
  • PostgreSQL
  • Apache Struts
  • Apache Subversion SVN
  • Microsoft PowerPoint
  • ServiceNow
  • Docker
  • GitHub
  • Tabnine
  • Microsoft Visual Basic for Applications VBA
  • Dassault Systemes CATIA
  • Microsoft SQL Server
  • Apache Hive
  • Oracle JD Edwards EnterpriseOne
  • Personal computer diagnostic software
  • Selenium
  • SAP BusinessObjects Desktop Intelligence
  • Microsoft Access
  • System and data disaster recovery software
  • Oracle Business Intelligence Suite
  • Microsoft ActiveX
  • Shell script
  • Ext JS
  • Microsoft SharePoint
  • Amazon CodeWhisperer
  • v0 by Vercel
  • Microsoft Windows
  • FileMaker Pro
  • MicroStrategy
  • UNIX
  • Oracle PeopleSoft Financials
  • Enterprise JavaBeans
  • SAP ERP
  • Amazon Elastic Compute Cloud EC2
  • Business intelligence system software
  • Tax software
  • Version control software
  • Wireshark
  • AcmeStudio
  • Delphi Technology
  • Computer aided design and drafting CADD software
  • Microsoft Dynamics GP
  • MySQL
  • Perl
  • Oracle WebLogic Server
  • WebFOCUS
  • Skype
  • Mistral (Mistral AI)
  • Human resource management software HRMS
  • Blackboard software
  • Ansible software
  • Google Antigravity
  • Amazon Simple Storage Service S3
  • Red Hat OpenShift
  • NortonLifeLock cybersecurity software
  • Cascading style sheets CSS
  • Unified modeling language UML
  • Web server software
  • Software distribution software
  • JUnit
  • Swift
  • IBM Domino
  • Dynamic analysis software
  • Perforce Helix software
  • Eclipse IDE
  • PHP
  • Eiffel
  • Apache Maven
  • Microsoft Visual FoxPro
  • Adobe Flex
  • Flow chart software
  • Epic Systems
  • Lovable.dev
  • Apache Groovy
  • Python
  • Diagramming software
  • JavaScript Object Notation JSON
  • Amazon DynamoDB
  • HyperSpace
  • CrossTec NetOp Remote Control
  • Integration testing software
  • Go
  • C#
  • Oracle Fusion Applications
  • Nova (Amazon)
  • IBM Rational ClearQuest
  • SAP NetWeaver BW
  • Spring Framework
  • Supervisory control and data acquisition SCADA software
  • Ubuntu
  • SAP software
  • The MathWorks MATLAB
  • Linux
  • Database software
  • Advanced business application programming ABAP
  • Oracle Business Intelligence Enterprise Edition
  • IBM Rational ClearCase
  • Formula translation/translator FORTRAN
  • Test implementation software
  • Apache Hadoop
  • Adobe Photoshop
  • Gemini (Google)
  • SAP Adaptive Server Enterprise
  • Amazon Web Services AWS CloudFormation
  • Element management software
  • Stac Software ReachOut
  • Microsoft Office software
  • IBM Rational PurifyPlus
  • LexisNexis
  • Splunk Enterprise
  • React
  • Regression testing software
  • Spring Boot
  • Job control language JCL
  • Cisco Webex
  • Remote control software
  • Microsoft Visual Studio
  • Fund accounting software
  • Claude (Anthropic)
  • Informatica Corporation PowerCenter
  • Oracle Cloud software
  • Jupyter Notebook
  • Apache Kafka
  • Tableau
  • Microsoft Azure software
  • Apple macOS
  • Microsoft Publisher
  • National Instruments LabVIEW
  • Recovery testing software
  • NoSQL
  • Objective C
  • Qwen (Alibaba)
  • Access management software
  • Oracle Database
  • Microsoft Team Foundation Server
  • NetSuite ERP
  • Ruby on Rails
  • Salesforce software
  • Oracle Fusion Middleware
  • Integrated development environment IDE software
  • IBM Power Systems software
  • Customer information control system CICS
  • IBM SPSS Statistics
  • Help desk software
  • Sun Microsystems Sun ONE
  • Elasticsearch
  • Microsoft ASP.NET
  • Backbone.js
  • IBM Notes
  • Microsoft Word
  • Network intrusion prevention systems NIPS
  • Defect tracking software
  • Amazon Redshift
  • Microsoft Visual Basic
  • Chef
  • Ruby
  • Salesforce Visualforce
  • Microsoft .NET Framework
  • Snort
  • Rapide
  • Software asset management SAM software
  • Operating system software
  • Red Hat Enterprise Linux
  • Mutation testing software
  • Hypertext markup language HTML
  • Microsoft ASP.NET Core MVC
  • Static analysis software
  • Geographic information system GIS software
  • Oracle PeopleSoft
  • Adobe Acrobat
  • Google Angular
  • Test design software
  • Oracle Application Server
  • Citrix cloud computing software
  • Systems and application deployment and migration software
  • Oracle Eloqua
  • Apache Ant
  • Architecture description language ADL
  • Blackbaud The Raiser's Edge
  • KornShell
  • ESRI ArcGIS software
  • YouTube
  • Cost estimating software
  • Structured query language SQL
  • Medical condition coding software
  • Functional testing software
  • Dynamic hypertext markup language DHTML
  • Microsoft Visual Basic.NET
  • Oracle PL/SQL
  • OrCAD Capture
  • Microsoft Internet Information Services (IIS)
  • Data conversion software
  • Atlassian JIRA
  • SAS
  • Electronic design automation EDA software
  • Unit testing software
  • Gemini Code Assist
  • LAMP Stack
  • 3M Post-it App
  • Microsoft Visual Basic Scripting Edition VBScript
  • Cursor AI
  • ChatGPT (OpenAI)
  • Migration testing software
  • Microsoft SQL Server Reporting Services SSRS
  • Structure prediction software
  • Teradata Database
  • Oracle E-Business Suite Financials
  • SpectraQuest
  • MEDITECH software
  • StataCorp Stata
  • Adobe Illustrator
  • Load testing software
  • Apache Solr
  • Microsoft Teams
  • Automated installation software
  • Symantec Visual Cafe
  • Perplexity AI
  • Google Docs
  • Oracle Java
  • GitHub Copilot
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • Relational database management software
  • Puppet
  • Ada
  • Active directory software
  • Oracle JDBC
  • Apache Cassandra
  • Blink
  • SAP NetWeaver
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Extensible hypertext markup language XHTML
  • Django
  • Oracle Hyperion
  • Microsoft Active Server Pages ASP
  • Virus scanning software
  • Oracle SQL Developer
  • Atlassian Confluence
  • Voice over internet protocol VoIP system software
  • Microsoft Windows Server
  • Microsoft PowerShell
  • MongoDB
  • DeepSeek
  • Virtual private networking VPN software
  • VMware
  • SAP Business Objects
  • Nagios
  • Microsoft Power BI
  • Smalltalk
  • Adobe Dreamweaver
  • Apache Pig
  • jQuery
  • Omni Group OmniGraffle
  • Grok (xAI)
  • Red Hat WildFly
  • Slido interaction software
  • Usability testing software
  • Microsoft Excel
  • Extensible markup language XML
  • Git
  • Apache Tomcat
  • OpenAI ChatGPT
  • AJAX
  • JavaScript
  • Amazon Web Services AWS software
  • Healthcare common procedure coding system HCPCS
  • Llama (Meta)
  • Drupal
  • Oracle Taleo
  • UNIX Shell
  • Minitab
  • Component object model COM software
  • Microsoft Visio
  • Mistral AI (chat/models)
  • Apache Spark
  • Stress testing software
  • ADP Workforce Now
  • Wise Solutions Wise for Windows Installer
  • Node.js
  • Adobe ColdFusion
  • Google Analytics
  • Requirements management software
  • Bolt.new
  • Microsoft SQL Server Integration Services SSIS
  • Kimi (Moonshot AI)
  • Popkin System Architect
  • McAfee
  • Application management software
  • Time sharing option TSO software
  • Patch and update management software
  • Microsoft Outlook
  • Bash
  • Compatibility testing software
  • SAP Master Data Management MDM
  • Microsoft Project
  • Microsoft Visual C# .NET
  • SAP Crystal Reports
  • IBM WebSphere
  • System testing software
  • Microsoft Exchange
  • Personal digital assistants PDA
  • Desktop computers
  • Notebook computers
  • Mainframe computers

Alternative Job Titles