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Automation Risk Analysis

Will “Full Stack Web Developer” be Automated?

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AI Exposure Risk

59%

“Full Stack Web Developer” 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%

“Full Stack Web Developer” 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.

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

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

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

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

  • Analyze user needs to determine technical requirements.

  • 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.

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

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

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

  • Recommend and implement performance improvements.

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

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

  • Establish appropriate server directory trees.

  • Select programming languages, design tools, or applications.

  • Develop system interaction or sequence diagrams.

  • Renew domain name registrations.

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

  • Perform or direct Web site updates.

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

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

  • Write supporting code for Web applications or Web sites.

  • Evaluate or recommend server hardware or software.

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

  • Develop databases that support Web applications and Web sites.

Technologies & Software

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