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Automation Risk Analysis

Will “Information Architect” be Automated?

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AI Exposure Risk

58%

“Information 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%

“Information 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

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

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

  • 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.

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

  • Determine system performance standards.

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

  • Coordinate installation of software system.

  • 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.

  • 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.

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

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

  • 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

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

Alternative Job Titles