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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.

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

  • 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.

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

  • Recommend and implement performance improvements.

  • Renew domain name registrations.

  • Develop or implement procedures for ongoing Web site revision.

  • Perform or direct Web site updates.

  • Evaluate or recommend server hardware or software.

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

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

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

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

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

  • Select programming languages, design tools, or applications.

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

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

  • Develop system interaction or sequence diagrams.

  • Develop databases that support Web applications and Web sites.

  • Analyze user needs to determine technical requirements.

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

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

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

  • Write supporting code for Web applications or Web sites.

  • Establish appropriate server directory trees.

  • 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.

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

Technologies & Software

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