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Automation Risk Analysis

Will “Full Stack Developer” be Automated?

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AI Exposure Risk

59%

“Full Stack 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 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

  • 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.

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

  • Analyze user needs to determine technical requirements.

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

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

  • 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.

  • Establish appropriate server directory trees.

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

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

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

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

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

  • 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.

  • Recommend and implement performance improvements.

  • Select programming languages, design tools, or applications.

  • Develop or implement procedures for ongoing Web site revision.

  • Write supporting code for Web applications or Web sites.

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

  • Evaluate or recommend server hardware or software.

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

  • 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.

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

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

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

Technologies & Software

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