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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

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

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

  • Establish appropriate server directory trees.

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

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

  • Evaluate or recommend server hardware or software.

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

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

  • Select programming languages, design tools, or applications.

  • Write supporting code for Web applications or Web sites.

  • 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.

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

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

  • Renew domain name registrations.

  • Develop system interaction or sequence diagrams.

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

  • Perform or direct Web site updates.

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

  • Analyze user needs to determine technical requirements.

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

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

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

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

  • Recommend and implement performance improvements.

  • 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.

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

  • Develop databases that support Web applications and Web sites.

Technologies & Software

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