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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

  • Write supporting code for Web applications or Web sites.

  • Perform or direct Web site updates.

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

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

  • Establish appropriate server directory trees.

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

  • Renew domain name registrations.

  • Evaluate or recommend server hardware or software.

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

  • 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.

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

  • Select programming languages, design tools, or applications.

  • Recommend and implement performance improvements.

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

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

  • Develop databases that support Web applications and Web sites.

  • Analyze user needs to determine technical requirements.

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

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

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

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

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

  • Develop system interaction or sequence diagrams.

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

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

Technologies & Software

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