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Automation Risk Analysis

Will “Application Systems Architect” be Automated?

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AI Exposure Risk

58%

“Application Systems 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 Systems 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.

  • Coordinate installation of software system.

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

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

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