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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

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

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

  • 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.

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

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

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

  • Coordinate installation of software system.

  • 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.

  • Train users to use new or modified equipment.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles