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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

  • Establish appropriate server directory trees.

  • Analyze user needs to determine technical requirements.

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

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

  • 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.

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

  • Renew domain name registrations.

  • Evaluate or recommend server hardware or software.

  • Recommend and implement performance improvements.

  • Perform or direct Web site updates.

  • Develop databases that support Web applications and Web sites.

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

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

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

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

  • 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.

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

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

  • Select programming languages, design tools, or applications.

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

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

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

  • Develop system interaction or sequence diagrams.

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

Technologies & Software

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