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Automation Risk Analysis

Will “Webmaster” be Automated?

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AI Exposure Risk

59%

“Webmaster” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Webmaster” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Web Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop and implement websites, web applications, application databases, and interactive web interfaces. Evaluate code to ensure that it is properly structured, meets industry standards, and is compatible with browsers and devices. Optimize website performance, scalability, and server-side code and processes. May develop website infrastructure and integrate websites with other computer applications.

Avg. Annual Salary $98,790
Avg. Hourly Wage $47.50
Available Jobs (US) 78,860
Job Title & Hierarchy Code (SOC) Web Developers #15-1254
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Web Developers”

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Core Skills & Abilities

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

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

  • Evaluate or recommend server hardware or software.

  • Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.

  • Document test plans, testing procedures, or test results.

  • Renew domain name registrations.

  • Develop system interaction or sequence diagrams.

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

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

  • Analyze user needs to determine technical requirements.

  • Install and configure hypertext transfer protocol (HTTP) servers and associated operating systems.

  • 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.

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

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

  • Monitor security system performance logs to identify problems and notify security specialists when problems occur.

  • Develop databases that support Web applications and Web sites.

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

  • Write supporting code for Web applications or Web sites.

  • 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.

  • Back up files from Web sites to local directories for instant recovery in case of problems.

  • Establish appropriate server directory trees.

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

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

  • Design and implement Web site security measures, such as firewalls and message encryption.

  • Select programming languages, design tools, or applications.

  • Perform or direct Web site updates.

  • Recommend and implement performance improvements.

Technologies & Software

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