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Automation Risk Analysis

Will “Web Infrastructure Developer” be Automated?

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AI Exposure Risk

59%

“Web Infrastructure 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%

“Web Infrastructure 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

  • Renew domain name registrations.

  • Select programming languages, design tools, or applications.

  • Develop or implement procedures for ongoing Web site revision.

  • 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.

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

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

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

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

  • Perform or direct Web site updates.

  • Recommend and implement performance improvements.

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

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

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

  • Develop databases that support Web applications and Web sites.

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

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

  • Develop system interaction or sequence diagrams.

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

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

  • 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.

  • Evaluate or recommend server hardware or software.

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

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

  • Establish appropriate server directory trees.

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

  • Analyze user needs to determine technical requirements.

  • Write supporting code for Web applications or Web sites.

Technologies & Software

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