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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

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

  • Recommend and implement performance improvements.

  • 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.

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

  • Select programming languages, design tools, or applications.

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

  • Develop databases that support Web applications and Web sites.

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

  • Establish appropriate server directory trees.

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

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

  • Analyze user needs to determine technical requirements.

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

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

  • Perform or direct Web site updates.

  • Renew domain name registrations.

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

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

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

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

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

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

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

  • Evaluate or recommend server hardware or software.

  • Develop system interaction or sequence diagrams.

Technologies & Software

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