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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

  • Recommend and implement performance improvements.

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

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

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

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

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

  • 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.

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

  • Write supporting code for Web applications or Web sites.

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

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

  • Renew domain name registrations.

  • Establish appropriate server directory trees.

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

  • Develop system interaction or sequence diagrams.

  • Develop databases that support Web applications and Web sites.

  • Select programming languages, design tools, or applications.

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

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

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

  • Evaluate or recommend server hardware or software.

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

  • Analyze user needs to determine technical requirements.

  • Perform or direct Web site updates.

Technologies & Software

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