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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

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

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

  • Develop databases that support Web applications and Web sites.

  • 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.

  • Renew domain name registrations.

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

  • 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.

  • 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.

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

  • 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.

  • Establish appropriate server directory trees.

  • Analyze user needs to determine technical requirements.

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

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

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

  • Select programming languages, design tools, or applications.

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

  • Evaluate or recommend server hardware or software.

  • Recommend and implement performance improvements.

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

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

  • 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.

  • Perform or direct Web site updates.

  • Develop or implement procedures for ongoing Web site revision.

Technologies & Software

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