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Automation Risk Analysis

Will “Computer Architect” be Automated?

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AI Exposure Risk

58%

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

Automation & Robot Risk

27%

“Computer Architect” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Coordinate installation of software system.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Train users to use new or modified equipment.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Determine system performance standards.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

Technologies & Software

  • XML Path Language XPATH
  • Linux
  • Common business oriented language COBOL
  • Open Graphics Library OpenGL
  • Distributed database management software
  • Oracle Fusion Applications
  • Magellan Firmware
  • Dropbox
  • Structured query language SQL
  • Microsoft OneNote
  • Blackbaud The Raiser's Edge
  • IBM Power Systems software
  • Microsoft ASP.NET Core MVC
  • RESTful API
  • Qwen (Alibaba)
  • Google Android
  • Google Sites
  • Red Hat Enterprise Linux
  • Red Hat WildFly
  • Apache Cassandra
  • Microsoft Visio
  • Apache Struts
  • Operating system software
  • Microsoft DirectX
  • Go
  • Oracle Java
  • Apple macOS
  • UNIX
  • GroupMe
  • Amazon DynamoDB
  • Dynamic hypertext markup language DHTML
  • Microsoft ActiveX
  • SAP Adaptive Server Enterprise
  • LexisNexis
  • Bootstrap
  • Atlassian JIRA
  • Sun Microsystems Java Persistence API
  • Skype
  • Unit testing software
  • Google Slides
  • GNU Image Manipulation Program GIMP
  • Adobe Acrobat
  • Social media sites
  • Management information systems MIS
  • Google Gmail
  • ChatGPT (OpenAI)
  • Gemini (Google)
  • Backbone.js
  • Apple iOS
  • Relational database management software
  • Modula
  • Test implementation software
  • Microsoft Azure DevOps Services
  • Scala
  • E++ pattern language
  • Amazon Elastic Compute Cloud EC2
  • Allaire ColdFusion
  • Vue.js
  • Automated installation software
  • Oracle SQL Developer
  • Extensible markup language XML
  • Splunk Enterprise
  • C#
  • React Redux
  • MySQL
  • ESRI ArcGIS software
  • Ansible software
  • Oracle Eloqua
  • Apache Pig
  • Oracle Primavera Enterprise Project Portfolio Management
  • Embarcadero JBuilder
  • Microsoft Publisher
  • VMware
  • IBM AIX
  • Regression testing software
  • Test design software
  • DataVision
  • Wireshark
  • Kimi (Moonshot AI)
  • Requirements management software
  • Kotlin
  • Microsoft PowerShell
  • Microsoft SQL Server Integration Services SSIS
  • Loom
  • Extensible stylesheet language transformations XSLT
  • Object Management Group Object Request Broker
  • Oracle Fusion Middleware
  • IBM InfoSphere DataStage
  • Advanced business application programming ABAP
  • Embarcadero Delphi
  • Computer On-line Real-time Applications Language CORAL 66
  • Microsoft Outlook
  • Software development tools
  • Apache Avro
  • Amazon Simple Storage Service S3
  • SAP PowerBuilder
  • Microsoft Active Directory
  • ADO.NET
  • System testing software
  • Red Hat Ansible Engine
  • Google Antigravity
  • WordPress
  • Informatica software
  • v0 by Vercel
  • AWK
  • Microsoft SQL Server Reporting Services SSRS
  • Oracle JDBC
  • ABC: the AspectBench Compiler for AspectJ
  • C
  • 3M Post-it App
  • Real time operating system RTOS software
  • Apache Tomcat
  • Firewall software
  • B-Method
  • Restructured extended executor REXX
  • Google Sheets
  • National Instruments LabVIEW
  • Gradle
  • Veritas NetBackup
  • Cursor AI
  • Microsoft Visual Basic for Applications VBA
  • SAP Business Intelligence
  • Apache Hive
  • Algorithmic language ALGOL
  • Microservices Architecture
  • Encryption software
  • Bash
  • Delphi Technology
  • Web service definition language WDSL
  • Llama (Meta)
  • Teradata Database
  • J
  • Customer information control system CICS
  • Static analysis software
  • Operating system shells
  • ServiceNow
  • Microsoft Dynamics GP
  • jQuery
  • Virtual private networking VPN software
  • SAP software
  • Load testing software
  • Drupal
  • IBM SPSS Statistics
  • Apache Hadoop
  • Atlassian Bitbucket
  • Oracle Database
  • Amazon CodeWhisperer
  • Microsoft Office software
  • Perl
  • Figma
  • SonarQube
  • Hibernate ORM
  • Deployment software
  • Spring Boot
  • Grok (xAI)
  • PuTTY
  • Mistral (Mistral AI)
  • Wind River VxWorks
  • Cisco IOS
  • Event-driven State-machines Programming
  • Version control software
  • MuleSoft software
  • Atlassian Bamboo
  • Source code editor software
  • Python
  • JavaScript
  • Oracle PL/SQL
  • Gambit Scheme
  • Microsoft Visual Basic
  • Nagios
  • Functional testing software
  • Microsoft Visual C# .NET
  • Oracle E-Business Suite Financials
  • Spring Framework
  • PyTorch
  • Tableau
  • Border Gateway Protocol BGP
  • Airtable
  • Eiffel
  • Claude (Anthropic)
  • Beginner's all-purpose symbolic instruction code BASIC
  • MathWorks Simulink
  • Platform as a service PaaS
  • Jenkins CI
  • Salesforce software
  • Microsoft Exchange
  • Amazon Web Services AWS CloudFormation
  • McAfee
  • SAP ERP
  • Microsoft Teams
  • Common Lisp Object System CLOS
  • Enterprise resource planning ERP software
  • Data definition language DDL
  • Software distribution management software
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Apache Ant
  • IBM z/OS operating systems
  • JavaScript framework software
  • Simulation program with integrated circuit emphasis SPICE
  • Scheme
  • Gemini Code Assist
  • Component object model COM software
  • Microsoft Access
  • Screencastify
  • IBM Rational RequisitePro
  • Microsoft Windows
  • KornShell
  • Redis
  • Apache Flume
  • Zoom
  • Microsoft Project
  • Ext JS
  • Eclipse Jersey
  • Cascading style sheets CSS
  • Talend Big Data Integration
  • Apache Airflow
  • Devin (Cognition AI)
  • Bolt.new
  • SAP NetWeaver
  • Interoperability testing software
  • LogMeIn GoToWebinar
  • Apache Oozie
  • Adobe InDesign
  • Elasticsearch
  • MongoDB
  • Component-based Scalable Logical Architecture CSLA
  • Defect tracking software
  • Talend Data Fabric
  • Adobe ActionScript
  • The MathWorks MATLAB
  • Adobe Flex
  • Hypertext markup language HTML
  • Apache Kafka
  • Citrix cloud computing software
  • Cisco Webex
  • Pascal
  • Eclipse IDE
  • Xcode
  • Web application software
  • Microsoft SharePoint
  • Collaborative Application Markup Language CAML
  • Minitab
  • A programming language APL
  • FileMaker Pro
  • Ada
  • IBM Rational Rose XDE
  • Patch management software
  • Apache Subversion SVN
  • String oriented symbolic language SNOBOL
  • IBM Cognos Impromptu
  • Adobe After Effects
  • Hewlett Packard LoadRunner
  • Google Docs
  • ABC Compiler
  • Interstate connection ICON
  • LogMeIn GoToMeeting
  • Apache Groovy
  • Computer Associates integrated data management system CA-IDMS
  • Ruby on Rails
  • Tabnine
  • Microsoft transact-structural query language T-SQL
  • Ruby
  • Google Drive
  • Microsoft Power BI
  • Win CE
  • Blackboard software
  • Mutation testing software
  • Document Object Model DOM Scripting
  • Apache Maven
  • IBM Terraform
  • SmugMug Flickr
  • IBM DB2
  • IBM Middleware
  • Quest Erwin Data Modeler
  • Nova (Amazon)
  • Integrated development environment IDE software
  • Google Analytics
  • Call-processing language CPL
  • Smalltalk
  • Oracle Business Intelligence Suite
  • Amazon Web Services AWS software
  • IBM Rational ClearQuest
  • Dynamic modeling software
  • FaceTime
  • Dynamic analysis software
  • Storage area network SAN software
  • Snowflake
  • Haskell
  • Oracle Solaris
  • Microsoft Internet Information Services (IIS)
  • SAS
  • Google Cloud software
  • Hewlett Packard HP-UX
  • Oracle Hyperion
  • JavaScript Object Notation JSON
  • Objective Caml
  • Stress testing software
  • Salesforce Visualforce
  • Blink
  • QNX
  • GitHub Copilot
  • Backup and archival software
  • Oracle Business Intelligence Discoverer
  • IBM WebSphere MQ
  • NetSuite ERP
  • Codeium
  • ICON programming language
  • Selenium
  • SAP Business Objects
  • Migration software
  • DeepSeek
  • Microsoft Word
  • Oracle JD Edwards EnterpriseOne
  • Microsoft ESP SDK
  • Fault testing software
  • MUMPS M
  • Structured Query Report SQR
  • Distributed component object model DCOM software
  • MicroStrategy
  • GitHub
  • C++
  • Node.js
  • Migration testing software
  • Data analysis software
  • IBM Domino
  • StataCorp Stata
  • PostgreSQL
  • Programming language one PL/I
  • Embedded systems development software
  • Web server software
  • GitLab
  • Apache HTTP Server
  • Adobe Dreamweaver
  • Microsoft Power Automate
  • Perforce Helix software
  • Unified modeling language UML
  • NortonLifeLock cybersecurity software
  • Microsoft SQL Server
  • Enterprise application integration EAI software
  • IBM Rational PurifyPlus
  • Apache Spark
  • Microsoft Azure software
  • TypeScript
  • Slack
  • Microsoft PowerPoint
  • Django
  • Microsoft Excel
  • Document management system software
  • Qlik Tech QlikView
  • LinkedIn
  • RabbitMQ
  • Simple API for XML SAX
  • Bigloo Scheme
  • Single sign-on SSO
  • AJAX
  • Recovery testing software
  • Oracle Cloud software
  • YouTube
  • Emerald Software Group Emerald Green Office
  • Microsoft Visual Basic.NET
  • Microsoft ASP.NET
  • Atlassian Confluence
  • American National Standards Institute ANSI C
  • Oberon
  • PHP
  • Interface definition language IDL
  • Apache HBase
  • Amazon Redshift
  • SAP Crystal Reports
  • LibreOffice
  • Oracle Java Message Service JMS
  • Shell script
  • Evernote
  • Kubernetes
  • IEA Software Emerald
  • Puppet
  • Voice over internet protocol VoIP system software
  • Configuration management software
  • Ubuntu
  • Oracle Reports
  • Disk operating system DOS
  • Adobe Illustrator
  • Workday software
  • React Native
  • IBM Notes
  • Flipgrid
  • GraphQL
  • Trimble SketchUp Pro
  • Transact-SQL
  • Forth
  • Prolog
  • Symantec Visual Cafe
  • Microsoft Visual Basic Scripting Edition VBScript
  • Job control language JCL
  • Marketo Marketing Automation
  • Enterprise JavaBeans
  • Lovable.dev
  • Microsoft Team Foundation Server
  • Verilog
  • Objective C
  • TensorFlow
  • NoSQL
  • R
  • Swift
  • Microsoft Dynamics
  • Microsoft .NET Framework
  • Usability testing software
  • Oracle PeopleSoft Financials
  • Oracle Application Server
  • Microsoft Visual Studio
  • Alteryx software
  • File server software
  • Security testing software
  • IBM Rational ClearCase
  • Microsoft Active Server Pages ASP
  • Microsoft Windows Server
  • Oracle WebLogic Server
  • LAMP Stack
  • Red Hat OpenShift
  • Extensible hypertext markup language XHTML
  • Integration testing software
  • Mistral AI (chat/models)
  • Formula translation/translator FORTRAN
  • Docker
  • JUnit
  • List processing language LISP
  • Data manipulation language DML
  • Moodle
  • Apache Solr
  • Perplexity AI
  • JFrog Artifactory
  • Jupyter Notebook
  • Visible Razor
  • UNIX Shell
  • Software libraries
  • Oracle JavaServer Pages JSP
  • IBM WebSphere
  • Graphical user interface GUI design software
  • Chef
  • Graphical user interface GUI builder software
  • Adobe Photoshop
  • Adobe Creative Cloud software
  • Google Angular
  • Oracle PeopleSoft
  • JamBoard
  • OpenAI ChatGPT
  • Google Meet
  • React
  • Canu
  • Amazon Kinesis
  • Oracle Business Intelligence Enterprise Edition
  • Git
  • Computer servers
  • Graphics processing unit GPU
  • Logic analyzers
  • Directory servers
  • Multi-core central processing unit CPU
  • Digital cameras
  • Application servers
  • In circuit emulators ICE
  • Flash disks
  • Notebook computers
  • Mainframe computers
  • Desktop computers

Alternative Job Titles