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Automation Risk Analysis

Will “React.js Developer” be Automated?

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AI Exposure Risk

59%

“React.js 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%

“React.js 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

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

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

  • 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.

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

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

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

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

  • Evaluate or recommend server hardware or software.

  • Select programming languages, design tools, or applications.

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

  • Develop or implement procedures for ongoing Web site revision.

  • Recommend and implement performance improvements.

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

  • Develop system interaction or sequence diagrams.

  • Analyze user needs to determine technical requirements.

  • Perform or direct Web site updates.

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

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

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

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

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

  • Develop databases that support Web applications and Web sites.

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

  • Renew domain name registrations.

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

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

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

  • Write supporting code for Web applications or Web sites.

Technologies & Software

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