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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

  • Analyze user needs to determine technical requirements.

  • 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.

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

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

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

  • Develop databases that support Web applications and Web sites.

  • Select programming languages, design tools, or applications.

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

  • Write supporting code for Web applications or Web sites.

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

  • Establish appropriate server directory trees.

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

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

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

  • Recommend and implement performance improvements.

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

  • 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.

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

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

  • Develop system interaction or sequence diagrams.

  • Renew domain name registrations.

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

  • Evaluate or recommend server hardware or software.

  • Perform or direct Web site updates.

Technologies & Software

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