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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

  • 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.

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

  • Train users to use new or modified equipment.

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

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

  • 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.

  • 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.

  • Coordinate installation of software system.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles