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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

  • Renew domain name registrations.

  • Develop system interaction or sequence diagrams.

  • Recommend and implement performance improvements.

  • Select programming languages, design tools, or applications.

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

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

  • Perform or direct Web site updates.

  • Develop or implement procedures for ongoing Web site revision.

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

  • 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.

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

  • Evaluate or recommend server hardware or software.

  • Analyze user needs to determine technical requirements.

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

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

  • 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.

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

  • Write supporting code for Web applications or Web sites.

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

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

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

  • Establish appropriate server directory trees.

  • Develop databases that support Web applications and Web sites.

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

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

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

Technologies & Software

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