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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

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

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

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

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

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

  • Determine system performance standards.

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

  • 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.

  • Train users to use new or modified equipment.

  • Coordinate installation of software system.

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

  • 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.

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

  • 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.

Technologies & Software

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

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