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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

  • Renew domain name registrations.

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

  • Analyze user needs to determine technical requirements.

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

  • Perform or direct Web site updates.

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

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

  • Establish appropriate server directory trees.

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

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

  • Develop databases that support Web applications and Web sites.

  • 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.

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

  • Develop or implement procedures for ongoing Web site revision.

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

  • 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.

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

  • Evaluate or recommend server hardware or software.

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

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

  • Recommend and implement performance improvements.

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

  • Select programming languages, design tools, or applications.

  • Write supporting code for Web applications or Web sites.

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

  • Develop system interaction or sequence diagrams.

Technologies & Software

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