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Automation Risk Analysis

Will “Front End React Developer” be Automated?

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AI Exposure Risk

59%

“Front End React 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%

“Front End React 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 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.

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

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

  • Renew domain name registrations.

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

  • 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.

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

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

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

  • Select programming languages, design tools, or applications.

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

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

  • Recommend and implement performance improvements.

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

  • Evaluate or recommend server hardware or software.

  • Develop system interaction or sequence diagrams.

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

  • Establish appropriate server directory trees.

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

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

  • Perform or direct Web site updates.

  • Develop databases that support Web applications and Web sites.

  • 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.

Technologies & Software

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