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Automation Risk Analysis

Will “Software Application Architect” be Automated?

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AI Exposure Risk

58%

“Software Application 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 Application 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

  • 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.

  • 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.

  • Train users to use new or modified equipment.

  • 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.

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

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

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

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

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

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

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

  • Determine system performance standards.

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

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

Technologies & Software

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

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