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Automation Risk Analysis

Will “Digital Computer Systems Analyst” be Automated?

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AI Exposure Risk

55%

“Digital Computer 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%

“Digital Computer 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

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

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

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

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

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

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

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

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

  • 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.

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

  • 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.

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

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

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

  • Recommend new equipment or software packages.

  • Consult with management to ensure agreement on system principles.

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

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

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

Technologies & Software

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

Alternative Job Titles