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Automation Risk Analysis

Will “Cloud Architect” be Automated?

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AI Exposure Risk

58%

“Cloud 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Cloud 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 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Systems Engineers/Architects, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design and develop solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions.

Job Title & Hierarchy Code (SOC) Computer Systems Engineers/Architects #15-1299.08
ℹ️

Data is based on the reference occupation: “Computer Systems Engineers/Architects”

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Core Skills & Abilities

  • Verify stability, interoperability, portability, security, or scalability of system architecture.

  • Document design specifications, installation instructions, and other system-related information.

  • Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements.

  • Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.

  • Communicate with staff or clients to understand specific system requirements.

  • Direct the analysis, development, and operation of complete computer systems.

  • Research, test, or verify proper functioning of software patches and fixes.

  • Perform security analyses of developed or packaged software components.

  • Define and analyze objectives, scope, issues, or organizational impact of information systems.

  • Develop efficient and effective system controllers.

  • Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.

  • Communicate project information through presentations, technical reports, or white papers.

  • Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.

  • Provide customers or installation teams guidelines for implementing secure systems.

  • Design and conduct hardware or software tests.

  • Develop application-specific software.

  • Train system users in system operation or maintenance.

  • Identify system data, hardware, or software components required to meet user needs.

  • Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.

  • Configure servers to meet functional specifications.

  • Monitor system operation to detect potential problems.

  • Develop or approve project plans, schedules, or budgets.

  • Provide technical guidance or support for the development or troubleshooting of systems.

  • Direct the installation of operating systems, network or application software, or computer or network hardware.

  • Develop system engineering, software engineering, system integration, or distributed system architectures.

  • Provide advice on project costs, design concepts, or design changes.

  • Investigate system component suitability for specified purposes, and make recommendations regarding component use.

  • Establish functional or system standards to address operational requirements, quality requirements, and design constraints.

Technologies & Software

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  • BEA Tuxedo
  • Amazon CodeWhisperer
  • Backbone.js
  • Apache Spark
  • Microsoft PowerPoint
  • Hewlett Packard LoadRunner
  • Microsoft .NET Framework
  • Enterprise JavaBeans
  • Microsoft Visual Studio
  • Teradata Database
  • Microsoft Dynamics GP
  • Supervisory control and data acquisition SCADA software
  • Microsoft Visio
  • IBM SPSS Statistics
  • MicroStrategy
  • Microsoft Internet Information Services (IIS)
  • IBM AIX
  • Network intrusion prevention systems NIPS
  • Puppet
  • Transact-SQL
  • SAP software
  • Microsoft SQL Server Integration Services SSIS
  • Linux
  • Computer aided design and drafting CADD software
  • McAfee
  • Oracle Cloud software
  • Git
  • Django
  • Local area network LAN software
  • Qlik Tech QlikView
  • Perplexity AI
  • Delphi Technology
  • Bash
  • Tabnine
  • Devin (Cognition AI)
  • Kimi (Moonshot AI)
  • Software as a service SaaS
  • Wide area network WAN software
  • Amazon Redshift
  • Microsoft Active Directory
  • Firewall software
  • Unified modeling language UML
  • Microsoft ActiveX
  • Node.js
  • Blink
  • Epic Systems
  • Grails
  • Adobe ActionScript
  • Red Hat OpenShift
  • Apache Airflow
  • Grok (xAI)
  • ServiceNow
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  • Cisco Webex
  • Hewlett Packard HP-UX
  • Elasticsearch
  • Apache HTTP Server
  • Wireshark
  • Microsoft Excel
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  • Tableau
  • Advanced business application programming ABAP
  • DBTools Software DBManager Professional
  • Swift
  • VMware
  • Red Hat WildFly
  • Llama (Meta)
  • Perl
  • Perforce Helix software
  • Microsoft Azure software
  • Oracle Primavera Enterprise Project Portfolio Management
  • Adobe Photoshop
  • C++
  • Eclipse IDE
  • Microsoft SQL Server
  • Atlassian Bamboo
  • Splunk Enterprise
  • ToadSoft Toad
  • Google Angular
  • Oracle Fusion Middleware
  • Microsoft Exchange
  • Objective C
  • Voice over internet protocol VoIP system software
  • Microsoft Project
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • SAP Crystal Reports
  • Dynamic hypertext markup language DHTML
  • IBM Terraform
  • LAMP Stack
  • Oracle JDBC
  • Google Antigravity
  • Microsoft ASP.NET Core MVC
  • Microsoft Visual Basic Scripting Edition VBScript
  • Microsoft Office software
  • Google Ads
  • Microsoft ASP.NET
  • Extensible markup language XML
  • Spring Framework
  • AJAX
  • Oracle Hyperion
  • Oracle Database
  • Structured query language SQL
  • IBM WebSphere MQ
  • Bentley MicroStation
  • Altia Design
  • VMWare ESX Server
  • Autodesk Revit
  • Microsoft Teams
  • jQuery
  • NortonLifeLock cybersecurity software
  • National Instruments LabVIEW
  • TypeScript
  • Adobe AIR
  • Skype
  • IBM WebSphere
  • Atlassian Confluence
  • IBM Lotus SameTime
  • Microsoft Dynamics
  • JavaScript
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  • IBM Rational Build Forge
  • MEDITECH software
  • Microsoft Windows Server
  • Hibernate ORM
  • Aonix Software Through Pictures
  • Google Cloud software
  • Chef
  • Oracle Eloqua
  • Jenkins CI
  • Apache Solr
  • Google Analytics
  • Qwen (Alibaba)
  • IONA Orbix
  • Gemini (Google)
  • Oracle Fusion Applications
  • Oracle WebLogic Server
  • Atlassian JIRA
  • 3M Post-it App
  • MySQL
  • Microsoft Active Server Pages ASP
  • Go
  • Intrusion detection system IDS
  • Integrated development environment IDE software
  • Smalltalk
  • Basecamp
  • ChatGPT (OpenAI)
  • Codeium
  • UNIX
  • React
  • Apache Hive
  • Amazon DynamoDB
  • Bolt.new
  • Microsoft SQL Server Reporting Services SSRS
  • Amazon Elastic Compute Cloud EC2
  • Symark PowerBroker
  • Adobe Acrobat
  • IBM ILOG
  • FileMaker Pro
  • Trimble SketchUp Pro
  • Autodesk AutoCAD
  • Geographic information system GIS software
  • Relational database management software
  • IBM Rational Rose XDE
  • Microsoft SharePoint
  • Quest Erwin Data Modeler
  • xQuery
  • KornShell
  • Adobe FrameMaker
  • GitHub
  • Microsoft Access
  • Jupyter Notebook
  • IBM Cognos Impromptu
  • Oracle JavaServer Pages JSP
  • JUnit
  • SAS
  • Ansible software
  • R
  • Job control language JCL
  • JavaScript Object Notation JSON
  • NoSQL
  • Amazon Simple Storage Service S3
  • InScribe
  • Apache Cassandra
  • Oracle Java
  • ESRI ArcGIS software
  • Hypertext markup language HTML
  • Virtual private networking VPN software
  • IBM Notes
  • Salesforce software
  • Formula translation/translator FORTRAN
  • Cascading style sheets CSS
  • Nagios
  • Shell script
  • IBM Infosphere Information Server
  • IBM DB2
  • NetSuite ERP
  • Customer information control system CICS
  • Drupal
  • Amazon Web Services AWS CloudFormation
  • Cisco IOS
  • Apache Maven
  • Apache Struts
  • C
  • Ext JS
  • Storage area network SAN software
  • PTC Creo Parametric
  • StataCorp Stata
  • Apache Ant
  • Apache Tomcat
  • Eko
  • Gemini Code Assist
  • Verilog
  • Citrix cloud computing software
  • Dropbox
  • Adobe Creative Cloud software
  • Apache Kafka
  • Marketo Marketing Automation
  • Docker
  • IBM Rational Application Developer
  • MongoDB
  • Microsoft Windows
  • v0 by Vercel
  • Apache Hadoop
  • PostgreSQL
  • Dassault Systemes CATIA
  • Dassault Systemes SolidWorks
  • Ruby
  • IBM Rational ClearCase
  • Apple macOS
  • Oracle Solaris
  • GitHub Copilot
  • Red Hat Enterprise Linux
  • IBM Domino
  • Python
  • Slack
  • Ubuntu
  • Cursor AI
  • The MathWorks MATLAB
  • IBM Power Systems software
  • Mistral AI (chat/models)
  • GraphQL
  • Snort
  • Amazon Web Services AWS software
  • Operating system software
  • Adobe Flex
  • Adobe Dreamweaver
  • Oracle Business Intelligence Enterprise Edition
  • Apple Final Cut Pro
  • Selenium
  • Veritas NetBackup
  • Ruby on Rails
  • Claude (Anthropic)
  • LexisNexis
  • PHP
  • Apache Pig
  • Web browser software
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Visual Basic for Applications VBA
  • Magellan Firmware
  • Extensible hypertext markup language XHTML
  • C#
  • DeepSeek
  • Common business oriented language COBOL
  • SAP Business Objects
  • Border Gateway Protocol BGP
  • Borland VisiBroker
  • Kubernetes
  • Salesforce Visualforce
  • Human resource management software HRMS
  • Microservices Architecture
  • UNIX Shell
  • Microsoft Visual Basic
  • Apache Groovy
  • Oracle PL/SQL
  • Spring Boot
  • Apache Subversion SVN
  • Scala
  • Oracle E-Business Suite Financials
  • GitLab
  • Microsoft PowerShell
  • IBM InfoSphere DataStage
  • Blade servers
  • Radio frequency cables
  • Multi-conductor cables
  • Graphics display cards
  • Smartphones
  • Desktop computers
  • Lightweight directory access protocol LDAP servers
  • Web servers
  • Computer network routers
  • Mass storage devices
  • Mainframe computers
  • Tablet computers
  • Motherboards
  • Laptop computers
  • Personal computers