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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

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

  • Evaluate or recommend server hardware or software.

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

  • Develop databases that support Web applications and Web sites.

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

  • Renew domain name registrations.

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

  • Write supporting code for Web applications or Web sites.

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

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

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

  • 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.

  • Select programming languages, design tools, or applications.

  • Analyze user needs to determine technical requirements.

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

  • Perform or direct Web site updates.

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

  • Establish appropriate server directory trees.

  • Develop system interaction or sequence diagrams.

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

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

  • Recommend and implement performance improvements.

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

Technologies & Software

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