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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

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

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

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

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

  • Renew domain name registrations.

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

  • Select programming languages, design tools, or applications.

  • Develop databases that support Web applications and Web sites.

  • Analyze user needs to determine technical requirements.

  • Recommend and implement performance improvements.

  • Perform or direct Web site updates.

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

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

  • 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.

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

  • Establish appropriate server directory trees.

  • 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.

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

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

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

  • 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.

  • Write supporting code for Web applications or Web sites.

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

  • Evaluate or recommend server hardware or software.

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

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

Technologies & Software

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