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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

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

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

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

  • Perform or direct Web site updates.

  • Analyze user needs to determine technical requirements.

  • Select programming languages, design tools, or applications.

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

  • 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.

  • Develop databases that support Web applications and 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.

  • Write supporting code for Web applications or Web sites.

  • Develop or implement procedures for ongoing Web site revision.

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

  • Recommend and implement performance improvements.

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

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

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

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

  • 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.

  • Evaluate or recommend server hardware or software.

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

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

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

  • Renew domain name registrations.

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

  • Develop system interaction or sequence diagrams.

Technologies & Software

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