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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

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

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

  • Analyze user needs to determine technical requirements.

  • Select programming languages, design tools, or applications.

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

  • Develop system interaction or sequence diagrams.

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

  • Evaluate or recommend server hardware or software.

  • Recommend and implement performance improvements.

  • 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.

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

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

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

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

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

  • Establish appropriate server directory trees.

  • Perform or direct Web site updates.

  • Develop databases that support Web applications and Web sites.

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

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

  • Write supporting code for Web applications or Web sites.

  • 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.

Technologies & Software

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