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Automation Risk Analysis

Will “Application Architect” be Automated?

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AI Exposure Risk

58%

“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%

“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

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

  • Determine system performance standards.

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

  • Coordinate installation of software system.

  • 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.

  • Train users to use new or modified equipment.

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

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