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Automation Risk Analysis

Will “Computer Architect” be Automated?

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AI Exposure Risk

55%

“Computer Architect” 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%

“Computer Architect” 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

  • Recommend new equipment or software packages.

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

  • 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.

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

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

  • 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.

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

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

  • Consult with management to ensure agreement on system principles.

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles