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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

  • 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.

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

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

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

  • Train users to use new or modified equipment.

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

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

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

  • Determine system performance standards.

  • Coordinate installation of software system.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles