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Automation Risk Analysis

Will “Content Manager” be Automated?

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AI Exposure Risk

44%

“Content Manager” will probably not 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 44% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

1%

“Content Manager” will not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 1% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Web and Digital Interface Designers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design digital user interfaces or websites. Develop and test layouts, interfaces, functionality, and navigation menus to ensure compatibility and usability across browsers or devices. May use web framework applications as well as client-side code and processes. May evaluate web design following web and accessibility standards, and may analyze web use metrics and optimize websites for marketability and search engine ranking. May design and test interfaces that facilitate the human-computer interaction and maximize the usability of digital devices, websites, and software with a focus on aesthetics and design. May create graphics used in websites and manage website content and links.

Avg. Annual Salary $111,450
Avg. Hourly Wage $53.58
Available Jobs (US) 111,400
Job Title & Hierarchy Code (SOC) Web and Digital Interface Designers #15-1255
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Web and Digital Interface Designers”

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Core Skills & Abilities

  • Direct and execute pre-production activities, such as creating moodboards or storyboards and establishing a project timeline.

  • Develop, validate, and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types.

  • Write and edit technical documentation for digital interface products and designs, such as user manuals, testing protocols, and reports.

  • Register Web sites with search engines to increase Web site traffic.

  • Conduct user research to determine design requirements and analyze user feedback to improve design quality.

  • Research and apply innovative solutions for product design, visuals, and user experience to meet the needs of individual Web development projects.

  • Collaborate with management or users to develop e-commerce strategies and to integrate these strategies with Web sites.

  • Develop Web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards.

  • Respond to user email inquiries, or set up automated systems to send responses.

  • Create searchable indices for Web page content.

  • Develop and document style guidelines for Web site content.

  • Document technical factors such as server load, bandwidth, database performance, and browser and device types.

  • Identify problems uncovered by testing or customer feedback, and correct problems or refer problems to appropriate personnel for correction.

  • Confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions.

  • Collaborate with web development professionals, such as front-end or back-end developers, to complete the full scope of Web development projects.

  • Create Web models or prototypes that include physical, interface, logical, or data models.

  • Communicate with network personnel or Web site hosting agencies to address hardware or software issues affecting Web sites.

  • Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.

  • Research, document, rate, or select alternatives for Web architecture or technologies.

  • Write supporting code for Web applications or Web sites.

  • Perform Web site tests according to planned schedules, or after any Web site or product revision.

  • Develop or implement procedures for ongoing Web site revision.

  • Design, build, or maintain Web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.

  • Select programming languages, design tools, or applications.

  • Identify or maintain links to and from other Web sites and check links to ensure proper functioning.

  • Perform or direct Web site updates.

  • Develop new visual design concepts and modify concepts based on stakeholder feedback.

  • Incorporate technical considerations into Web site design plans, such as budgets, equipment, performance requirements, or legal issues including accessibility and privacy.

  • Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.

  • Develop system interaction or sequence diagrams.

Technologies & Software

  • Apache Maven
  • Jupyter Notebook
  • MeteorJS
  • Adobe ActionScript
  • Sitecore CMS
  • Drupal
  • Atlassian JIRA
  • RequireJS
  • Apache Tomcat
  • Apache Kafka
  • 3M Post-it App
  • Nunjucks
  • Adobe Photoshop
  • InVision software
  • Bolt.new
  • HashiCorp Vagrant
  • Extensible stylesheet language XSL
  • Google Slides
  • Django
  • Nearpod
  • Splunk Enterprise
  • Ext JS
  • JUnit
  • NetSuite ERP
  • Gemini Code Assist
  • Linux
  • Tabnine
  • Microsoft Dynamics
  • Microsoft Visual Studio
  • NoSQL
  • Adobe Flex
  • Figma
  • Hibernate ORM
  • Google Android
  • Job control language JCL
  • Extensible hypertext markup language XHTML
  • Cisco Webex
  • Apple iOS
  • GitHub Copilot
  • Bootstrap
  • Oracle Business Intelligence Enterprise Edition
  • PHP
  • MarkLogic
  • Codeium
  • UNIX
  • IBM InfoSphere DataStage
  • Delphi Technology
  • Claude (Anthropic)
  • Moodle
  • Kapwing
  • Customer information control system CICS
  • Teradata Database
  • SAS
  • Microsoft Commerce Server
  • Google Antigravity
  • Microsoft Excel
  • Microsoft Visual Basic Scripting Edition VBScript
  • Extensible stylesheet language transformations XSLT
  • Trimble SketchUp Pro
  • Oracle Solaris
  • Microsoft Visual C# .NET
  • Chef
  • Amazon Simple Storage Service S3
  • Amazon Kinesis
  • Dynamic hypertext markup language DHTML
  • Microsoft Office software
  • IBM WebSphere
  • Elasticsearch
  • Oracle Database
  • Vue.js
  • Google Analytics
  • PostgreSQL
  • Amazon Web Services AWS software
  • Apache Cassandra
  • Cascading style sheets CSS
  • PhantomJS
  • MicroStrategy
  • Extensible markup language XML
  • Ansible software
  • Amazon Elastic Compute Cloud EC2
  • Hypertext markup language HTML
  • Enterprise JavaBeans
  • Oracle JD Edwards EnterpriseOne
  • Google Angular
  • Lovable.dev
  • Advanced business application programming ABAP
  • Oracle PL/SQL
  • Spring Boot
  • Perl
  • Docker
  • Apple macOS
  • JamBoard
  • Screencast-O-Matic
  • jQuery
  • R
  • Evernote
  • v0 by Vercel
  • Puppet
  • Microsoft ActiveX
  • Oracle PeopleSoft
  • Flipgrid
  • Oracle Fusion Middleware
  • Ruby
  • C++
  • NortonLifeLock cybersecurity software
  • Microsoft .NET Framework
  • Ubuntu
  • C#
  • Salesforce software
  • FlexBox
  • Adobe Acrobat
  • Hewlett Packard HP-UX
  • Microsoft SQL Server Integration Services SSIS
  • Apache Struts
  • Ruby on Rails
  • Microsoft ASP.NET
  • Amazon Redshift
  • Common business oriented language COBOL
  • Skype
  • Microsoft Visual InterDev
  • Selenium
  • Mistral AI (chat/models)
  • Shell script
  • Travis
  • Microsoft SQL Server Reporting Services SSRS
  • Structured query language SQL
  • Oracle JavaServer Pages JSP
  • Microsoft SQL Server
  • SAP software
  • Apache Groovy
  • The MathWorks MATLAB
  • Integrated development environment IDE software
  • Microsoft Visual SourceSafe
  • Apple Cocoa
  • SAP Crystal Reports
  • Axure RP
  • Swift
  • Social media sites
  • Wireshark
  • Screencastify
  • Adobe After Effects
  • Oracle Eloqua
  • LAMP Stack
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • IBM Power Systems software
  • Spring Framework
  • Google Docs
  • Amazon Web Services AWS CloudFormation
  • IBM Rational Rose XDE
  • YouTube
  • Adobe InDesign
  • Cursor AI
  • UNIX Shell
  • Atlassian Confluence
  • Microsoft Internet Information Services (IIS)
  • Adobe XD
  • Microsoft Publisher
  • Unified modeling language UML
  • Bash
  • Slack
  • Apple Keynote
  • KornShell
  • IBM Domino
  • Oracle Java
  • Blackboard software
  • Common gateway interface CGI
  • Jekyll
  • Microsoft Visual Basic
  • Oracle Hyperion
  • Microsoft Visio
  • WeVideo
  • Perforce Helix software
  • Oracle JDBC
  • IBM SPSS Statistics
  • Objective C
  • Google Meet
  • Microsoft Access
  • Red Hat OpenShift
  • JetBrains PhpStorm
  • Quest Erwin Data Modeler
  • Oracle Fusion Applications
  • React
  • Oracle WebLogic Server
  • Google Drive
  • Perplexity AI
  • Amazon CodeWhisperer
  • Go
  • MongoDB
  • Microsoft Visual Basic.NET
  • Microsoft Windows
  • Apache Ant
  • Google Ads
  • Zend Framework
  • Airtable
  • Apache Subversion SVN
  • Salesforce Visualforce
  • Microsoft PowerShell
  • Devin (Cognition AI)
  • Tableau
  • Apache Hadoop
  • MySQL
  • Apache HTTP Server
  • UserZoom
  • SmugMug Flickr
  • Backbone.js
  • IBM Cognos Impromptu
  • Apache Pig
  • Blink
  • Microsoft Visual Basic for Applications VBA
  • Oracle Primavera Enterprise Project Portfolio Management
  • Dropbox
  • Red Hat Enterprise Linux
  • FileMaker Pro
  • Git
  • Red Hat WildFly
  • Apache Hive
  • Eclipse IDE
  • Atlassian Bamboo
  • Apache Spark
  • Amazon DynamoDB
  • Microsoft SharePoint
  • Transact-SQL
  • SAP Business Objects
  • IBM Notes
  • Microsoft ASP.NET Core MVC
  • JavaScript
  • Microsoft Windows Server
  • AJAX
  • Google Sites
  • Python
  • GitHub
  • Nagios
  • C
  • Relational database management software
  • Adobe Illustrator
  • Node.js
  • HubSpot software
  • Microsoft Project
  • JavaScript Object Notation JSON
  • Adobe Dreamweaver
  • Scala
  • Chatbot software
  • Adobe Creative Cloud software
  • Microsoft Active Server Pages ASP
  • Hewlett Packard LoadRunner
  • Qlik Tech QlikView
  • Microsoft Azure software
  • IBM Informix
  • Apache Solr
  • Personal computers
  • Universal serial bus USB flash drives
  • Application servers
  • Laptop computers
  • Web servers
  • Desktop computers