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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

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

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

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

  • Renew domain name registrations.

  • Develop databases that support Web applications and Web sites.

  • Evaluate or recommend server hardware or software.

  • Establish appropriate server directory trees.

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

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

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

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

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

  • Perform or direct Web site updates.

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

  • Analyze user needs to determine technical requirements.

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

  • Select programming languages, design tools, or applications.

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

  • Develop system interaction or sequence diagrams.

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

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

  • Recommend and implement performance improvements.

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

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

  • Write supporting code for Web applications or Web sites.

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

Technologies & Software

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