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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

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

  • 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.

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

  • Renew domain name registrations.

  • 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.

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

  • Develop databases that support Web applications and Web sites.

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

  • Write supporting code for Web applications or Web sites.

  • Develop or implement procedures for ongoing Web site revision.

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

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

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

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

  • 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.

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

  • Analyze user needs to determine technical requirements.

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

  • Perform or direct Web site updates.

  • Evaluate or recommend server hardware or software.

  • Establish appropriate server directory trees.

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

  • 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.

  • Recommend and implement performance improvements.

Technologies & Software

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