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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

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

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

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

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

  • 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.

  • Determine system performance standards.

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

  • Train users to use new or modified equipment.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles