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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

  • Establish appropriate server directory trees.

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

  • Develop or implement procedures for ongoing Web site revision.

  • 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.

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

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

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

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

  • Evaluate or recommend server hardware or software.

  • Analyze user needs to determine technical requirements.

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

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

  • Write supporting code for Web applications or Web sites.

  • Develop system interaction or sequence diagrams.

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

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

  • Perform or direct Web site updates.

  • Develop databases that support Web applications and Web sites.

  • Renew domain name registrations.

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

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

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

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

  • 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.

  • Recommend and implement performance improvements.

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

Technologies & Software

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