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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

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

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

  • 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.

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

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

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

  • Coordinate installation of software system.

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

  • 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.

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

  • 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.

  • 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.

  • Train users to use new or modified equipment.

Technologies & Software

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

Alternative Job Titles