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Automation Risk Analysis

Will “Front End Engineer” be Automated?

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AI Exposure Risk

59%

“Front End Engineer” 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 Engineer” 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.

  • Renew domain name registrations.

  • 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.

  • Develop databases that support Web applications and Web sites.

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

  • 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.

  • Select programming languages, design tools, or applications.

  • 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.

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

  • Establish appropriate server directory trees.

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

  • Develop system interaction or sequence diagrams.

  • Develop or implement procedures for ongoing Web site revision.

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

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

  • Evaluate or recommend server hardware or software.

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

  • Perform or direct Web site updates.

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

  • Recommend and implement performance improvements.

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

  • Analyze user needs to determine technical requirements.

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

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

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

Technologies & Software

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