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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

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

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

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

  • Analyze user needs to determine technical requirements.

  • Select programming languages, design tools, or applications.

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

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

  • Renew domain name registrations.

  • Develop databases that support Web applications and Web sites.

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

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

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

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

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

  • 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.

  • Recommend and implement performance improvements.

  • 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.

  • Evaluate or recommend server hardware or software.

  • 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.

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

  • Establish appropriate server directory trees.

  • Write supporting code for Web applications or Web sites.

  • Develop system interaction or sequence diagrams.

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

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

  • Perform or direct Web site updates.

Technologies & Software

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