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Automation Risk Analysis

Will “Software Architect” be Automated?

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AI Exposure Risk

58%

“Software 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%

“Software 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

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

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

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

  • Coordinate installation of software system.

  • 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.

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

  • Train users to use new or modified equipment.

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

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

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

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

  • Determine system performance standards.

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

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

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

Technologies & Software

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

Alternative Job Titles