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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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

  • 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.

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

  • 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.

  • Recommend new equipment or software packages.

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

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

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

  • 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.

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles