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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

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles