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Automation Risk Analysis

Will “Back-End Web Developer” be Automated?

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AI Exposure Risk

59%

“Back-End Web Developer” 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%

“Back-End Web Developer” 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.

  • Write supporting code for Web applications or Web sites.

  • Renew domain name registrations.

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

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

  • 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.

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

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

  • Design and implement Web site security measures, such as firewalls and message encryption.

  • Recommend and implement performance improvements.

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

  • Develop or implement procedures for ongoing Web site revision.

  • Perform or direct Web site updates.

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

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

  • Evaluate or recommend server hardware or software.

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

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

  • 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.

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

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

  • Analyze user needs to determine technical requirements.

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

  • Develop system interaction or sequence diagrams.

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

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

  • Select programming languages, design tools, or applications.

Technologies & Software

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