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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

  • Evaluate or recommend server hardware or software.

  • Write supporting code for Web applications or Web sites.

  • Select programming languages, design tools, or applications.

  • 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.

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

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

  • Renew domain name registrations.

  • Perform or direct Web site updates.

  • Analyze user needs to determine technical requirements.

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

  • 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 test plans, testing procedures, or test results.

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

  • Establish appropriate server directory trees.

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

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

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

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

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

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

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

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

  • Develop databases that support Web applications and Web sites.

  • Develop or implement procedures for ongoing Web site revision.

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

  • Recommend and implement performance improvements.

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

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

Technologies & Software

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