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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

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

  • Coordinate installation of software system.

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

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

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

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

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

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

  • Determine system performance standards.

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

  • 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.

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

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

  • Train users to use new or modified equipment.

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

Technologies & Software

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  • TensorFlow
  • Component object model COM software
  • Shell script
  • Microsoft Project
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  • E++ pattern language
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  • Moodle
  • Load testing software
  • Red Hat OpenShift
  • Enterprise JavaBeans
  • Swift
  • Apache Oozie
  • RabbitMQ
  • Gemini (Google)
  • Google Angular
  • Microsoft Windows Server
  • Object Management Group Object Request Broker
  • Selenium
  • Google Sheets
  • Encryption software
  • Microsoft Excel
  • StataCorp Stata
  • Single sign-on SSO
  • IBM z/OS operating systems
  • Computer On-line Real-time Applications Language CORAL 66
  • jQuery
  • Embedded systems development software
  • Amazon Web Services AWS software
  • IBM AIX
  • Embarcadero Delphi
  • MySQL
  • LibreOffice
  • Software development tools
  • Haskell
  • IBM Rational PurifyPlus
  • Grok (xAI)
  • Extensible markup language XML
  • Oracle SQL Developer
  • Data analysis software
  • GroupMe
  • Splunk Enterprise
  • ABC Compiler
  • Test design software
  • Web server software
  • YouTube
  • Apple iOS
  • Microsoft Power BI
  • Source code editor software
  • Kubernetes
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  • C#
  • Evernote
  • JUnit
  • IBM Notes
  • Bigloo Scheme
  • Advanced business application programming ABAP
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  • MongoDB
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  • Apache HBase
  • Microsoft Internet Information Services (IIS)
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  • Firewall software
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  • Microservices Architecture
  • Management information systems MIS
  • Google Sites
  • Quest Erwin Data Modeler
  • Software libraries
  • Common business oriented language COBOL
  • Microsoft Active Server Pages ASP
  • Drupal
  • IBM SPSS Statistics
  • Qwen (Alibaba)
  • Data manipulation language DML
  • Magellan Firmware
  • Oracle Cloud software
  • Enterprise application integration EAI software
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  • FaceTime
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  • Wireshark
  • String oriented symbolic language SNOBOL
  • Microsoft SQL Server Integration Services SSIS
  • Zoom
  • Document management system software
  • Jupyter Notebook
  • Microsoft ASP.NET Core MVC
  • PHP
  • Microsoft Exchange
  • v0 by Vercel
  • File server software
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  • Document Object Model DOM Scripting
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  • LinkedIn
  • Job control language JCL
  • Amazon Simple Storage Service S3
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  • Apache Hive
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  • Graphical user interface GUI design software
  • LAMP Stack
  • Microsoft SQL Server Reporting Services SSRS
  • OpenAI ChatGPT
  • Storage area network SAN software
  • Google Slides
  • Microsoft ESP SDK
  • Oracle JD Edwards EnterpriseOne
  • Event-driven State-machines Programming
  • Vue.js
  • Ruby on Rails
  • UNIX
  • Embarcadero JBuilder
  • Integrated development environment IDE software
  • Oracle JavaServer Pages JSP
  • Oracle Business Intelligence Discoverer
  • Virtual private networking VPN software
  • SmugMug Flickr
  • Customer information control system CICS
  • RESTful API
  • Xcode
  • NoSQL
  • Bootstrap
  • Nova (Amazon)
  • Claude (Anthropic)
  • National Instruments LabVIEW
  • JavaScript
  • Minitab
  • ADO.NET
  • GitHub Copilot
  • Atlassian Bamboo
  • Operating system software
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  • System testing software
  • Chef
  • Ext JS
  • Adobe Creative Cloud software
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  • Apache Avro
  • PuTTY
  • The MathWorks MATLAB
  • Cisco Webex
  • IBM WebSphere MQ
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  • Simulation program with integrated circuit emphasis SPICE
  • Oracle Eloqua
  • Amazon Redshift
  • Ada
  • Ruby
  • Puppet
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  • IEA Software Emerald
  • Pascal
  • Apache Kafka
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  • Docker
  • ICON programming language
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  • Oracle PL/SQL
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  • Microsoft Active Directory
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  • Kotlin
  • Mistral AI (chat/models)
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  • Git
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  • Python
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  • Amazon DynamoDB
  • ABC: the AspectBench Compiler for AspectJ
  • B-Method
  • Microsoft PowerPoint
  • Apache Struts
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  • Gambit Scheme
  • IBM Power Systems software
  • Disk operating system DOS
  • Oracle PeopleSoft
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  • React
  • Operating system shells
  • Atlassian JIRA
  • Smalltalk
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  • Adobe InDesign
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  • IBM Terraform
  • Kimi (Moonshot AI)
  • Qlik Tech QlikView
  • Apache Pig
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  • MUMPS M
  • Prolog
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  • J
  • Oracle E-Business Suite Financials
  • Microsoft Office software
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  • Salesforce Visualforce
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  • LexisNexis
  • GNU Image Manipulation Program GIMP
  • XML Path Language XPATH
  • Gradle
  • Microsoft Visual Basic
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  • Delphi Technology
  • Structured Query Report SQR
  • Relational database management software
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  • Symantec Visual Cafe
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  • Hibernate ORM
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  • IBM Rational Rose XDE
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  • Apache Ant
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  • Microsoft SQL Server
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  • Regression testing software
  • Ubuntu
  • Microsoft Azure software
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  • Node.js
  • Figma
  • AJAX
  • Oracle Application Server
  • Skype
  • GitHub
  • Deployment software
  • Microsoft OneNote
  • Dynamic modeling software
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  • Mistral (Mistral AI)
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  • TypeScript
  • Google Cloud software
  • Distributed component object model DCOM software
  • Component-based Scalable Logical Architecture CSLA
  • Transact-SQL
  • Web service definition language WDSL
  • Apache Airflow
  • Amazon CodeWhisperer
  • Adobe ActionScript
  • IBM Middleware
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  • Microsoft Dynamics
  • Microsoft Visual Basic Scripting Edition VBScript
  • Tableau
  • Adobe Dreamweaver
  • Blackboard software
  • React Redux
  • Blink
  • Oracle Primavera Enterprise Project Portfolio Management
  • Loom
  • Scheme
  • Unified modeling language UML
  • Microsoft Azure DevOps Services
  • Formula translation/translator FORTRAN
  • Salesforce software
  • Snowflake
  • Elasticsearch
  • SAP PowerBuilder
  • AWK
  • Blackbaud The Raiser's Edge
  • Red Hat Ansible Engine
  • Scala
  • Apache HTTP Server
  • Collaborative Application Markup Language CAML
  • IBM Cognos Impromptu
  • Objective Caml
  • Microsoft Visual C# .NET
  • Algorithmic language ALGOL
  • Slack
  • Apache Spark
  • Microsoft PowerShell
  • JavaScript Object Notation JSON
  • Workday software
  • Microsoft Power Automate
  • SAP Crystal Reports
  • Microsoft ActiveX
  • JFrog Artifactory
  • Apache Maven
  • Patch management software
  • C++
  • Oracle Solaris
  • R
  • KornShell
  • Jenkins CI
  • IBM Rational ClearCase
  • C
  • Programming language one PL/I
  • Call-processing language CPL
  • Microsoft DirectX
  • IBM Rational ClearQuest
  • Computer Associates integrated data management system CA-IDMS
  • ChatGPT (OpenAI)
  • Oracle Database
  • Linux
  • Trimble SketchUp Pro
  • Microsoft Word
  • Microsoft .NET Framework
  • ServiceNow
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  • Devin (Cognition AI)
  • Talend Data Fabric
  • A programming language APL
  • Cascading style sheets CSS
  • Backbone.js
  • Data definition language DDL
  • DataVision
  • GraphQL
  • Eclipse Jersey
  • Spring Boot
  • JavaScript framework software
  • SAP NetWeaver
  • Oracle Hyperion
  • SAP Business Objects
  • Spring Framework
  • DeepSeek
  • Eclipse IDE
  • Bash
  • JamBoard
  • Sun Microsystems Java Persistence API
  • Platform as a service PaaS
  • Microsoft Access
  • Microsoft Visual Basic.NET
  • PostgreSQL
  • Microsoft transact-structural query language T-SQL
  • Google Meet
  • Beginner's all-purpose symbolic instruction code BASIC
  • Apple macOS
  • Apache Hadoop
  • Graphical user interface GUI builder software
  • Win CE
  • Real time operating system RTOS software
  • SonarQube
  • Static analysis software
  • Extensible hypertext markup language XHTML
  • Eiffel
  • Talend Big Data Integration
  • Microsoft Dynamics GP
  • Tabnine
  • Directory servers
  • Multi-core central processing unit CPU
  • Logic analyzers
  • Flash disks
  • Digital cameras
  • Application servers
  • Notebook computers
  • In circuit emulators ICE
  • Mainframe computers
  • Desktop computers
  • Graphics processing unit GPU
  • Computer servers

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