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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

  • Develop or implement procedures for ongoing Web site revision.

  • Develop system interaction or sequence diagrams.

  • Renew domain name registrations.

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

  • Analyze user needs to determine technical requirements.

  • Perform or direct Web site updates.

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

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

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

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

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

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

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

  • Select programming languages, design tools, or applications.

  • 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.

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

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

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

  • Evaluate or recommend server hardware or software.

  • 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.

  • Recommend and implement performance improvements.

  • Establish appropriate server directory trees.

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

  • Write supporting code for Web applications or Web sites.

  • 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.

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

Technologies & Software

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