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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

  • 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.

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

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

  • Establish appropriate server directory trees.

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

  • Write supporting code for Web applications or Web sites.

  • Develop system interaction or sequence diagrams.

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

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

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

  • Evaluate or recommend server hardware or software.

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

  • 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.

  • Develop or implement procedures for ongoing Web site revision.

  • Analyze user needs to determine technical requirements.

  • Perform or direct Web site updates.

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

  • Recommend and implement performance improvements.

  • Select programming languages, design tools, or applications.

  • 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.

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

  • Renew domain name registrations.

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

  • Develop databases that support Web applications and Web sites.

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

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

Technologies & Software

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