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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

  • Train users to use new or modified equipment.

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

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

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

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

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

  • 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.

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

  • Coordinate installation of software system.

  • 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.

  • 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.

  • Determine system performance standards.

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

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

Technologies & Software

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

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