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Automation Risk Analysis

Will “Front End Software Engineer” be Automated?

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AI Exposure Risk

59%

“Front End Software 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 Software 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

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

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

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

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

  • Develop databases that support Web applications and Web sites.

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

  • 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.

  • Write supporting code for Web applications or Web sites.

  • Recommend and implement performance improvements.

  • Select programming languages, design tools, or applications.

  • 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.

  • Renew domain name registrations.

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

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

  • Develop system interaction or sequence diagrams.

  • Establish appropriate server directory trees.

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

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

  • Evaluate or recommend server hardware or software.

  • Analyze user needs to determine technical requirements.

  • Perform or direct Web site updates.

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

Technologies & Software

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