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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

  • Develop or implement procedures for ongoing Web site revision.

  • Recommend and implement performance improvements.

  • Evaluate or recommend server hardware or software.

  • 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.

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

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

  • 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.

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

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

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

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

  • 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.

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

  • Select programming languages, design tools, or applications.

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

  • Analyze user needs to determine technical requirements.

  • Establish appropriate server directory trees.

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

  • 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.

  • Develop system interaction or sequence diagrams.

  • Write supporting code for Web applications or Web sites.

  • Renew domain name registrations.

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

Technologies & Software

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