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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

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

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

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

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

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

  • 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.

  • Determine system performance standards.

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

  • Train users to use new or modified equipment.

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

  • Coordinate installation of software system.

  • 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.

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

  • 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.

Technologies & Software

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

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