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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

  • Renew domain name registrations.

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

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

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

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

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

  • Evaluate or recommend server hardware or software.

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

  • Perform or direct Web site updates.

  • Select programming languages, design tools, or applications.

  • Recommend and implement performance improvements.

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

  • Develop system interaction or sequence diagrams.

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

  • Develop or implement procedures for ongoing Web site revision.

  • Establish appropriate server directory trees.

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

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

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

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

  • 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.

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

  • Develop databases that support Web applications and Web sites.

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

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

  • Analyze user needs to determine technical requirements.

Technologies & Software

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