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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

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

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

  • Recommend new equipment or software packages.

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

Technologies & Software

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

Alternative Job Titles