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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

  • Determine system performance standards.

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

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

  • 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.

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

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

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

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

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

  • Coordinate installation of software system.

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

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

  • Train users to use new or modified equipment.

  • 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.

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

Technologies & Software

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

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