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Automation Risk Analysis

Will “Web Specialist” be Automated?

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AI Exposure Risk

59%

“Web Specialist” 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%

“Web Specialist” 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

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

  • Develop databases that support Web applications and Web sites.

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

  • Select programming languages, design tools, or applications.

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

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

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

  • 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.

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

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

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

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

  • Develop system interaction or sequence diagrams.

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

  • Perform or direct Web site updates.

  • Recommend and implement performance improvements.

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

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

  • 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.

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

  • Develop or implement procedures for ongoing Web site revision.

  • Renew domain name registrations.

  • Evaluate or recommend server hardware or software.

  • Analyze user needs to determine technical requirements.

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

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

  • Establish appropriate server directory trees.

Technologies & Software

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