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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

  • Select programming languages, design tools, or applications.

  • Evaluate or recommend server hardware or software.

  • 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.

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

  • Perform or direct Web site updates.

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

  • Write supporting code for Web applications or Web sites.

  • 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.

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

  • Analyze user needs to determine technical requirements.

  • 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.

  • Establish appropriate server directory trees.

  • Recommend and implement performance improvements.

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

  • 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.

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

  • Renew domain name registrations.

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

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

  • Develop databases that support Web applications and Web sites.

Technologies & Software

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