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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.

  • 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.

  • Develop system interaction or sequence diagrams.

  • Analyze user needs to determine technical requirements.

  • 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.

  • Perform or direct Web site updates.

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

  • Recommend and implement performance improvements.

  • Develop databases that support Web applications and Web sites.

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

  • Renew domain name registrations.

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

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

  • Establish appropriate server directory trees.

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

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

  • Select programming languages, design tools, or applications.

  • 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.

  • 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.

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

  • Evaluate or recommend server hardware or software.

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

Technologies & Software

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