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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

  • Evaluate or recommend server hardware or software.

  • Develop databases that support Web applications and Web sites.

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

  • Recommend and implement performance improvements.

  • Establish appropriate server directory trees.

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

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

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

  • Analyze user needs to determine technical requirements.

  • Renew domain name registrations.

  • Perform or direct Web site updates.

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

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

  • Develop system interaction or sequence diagrams.

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

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

  • Develop or implement procedures for ongoing Web site revision.

  • Select programming languages, design tools, or applications.

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

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

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

  • Write supporting code for Web applications or Web sites.

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

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

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

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

  • 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.

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

Technologies & Software

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