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Automation Risk Analysis

Will “Ruby on Rails Developer” be Automated?

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AI Exposure Risk

59%

“Ruby on Rails 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%

“Ruby on Rails 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

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

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

  • Develop databases that support Web applications and Web sites.

  • Evaluate or recommend server hardware or software.

  • Write supporting code for Web applications or Web sites.

  • Recommend and implement performance improvements.

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

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

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

  • Analyze user needs to determine technical requirements.

  • Renew domain name registrations.

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

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

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

  • Perform or direct Web site updates.

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

  • Develop or implement procedures for ongoing Web site revision.

  • 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.

  • Develop system interaction or sequence diagrams.

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

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

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

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

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

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

  • Establish appropriate server directory trees.

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

Technologies & Software

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