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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

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

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

  • Evaluate or recommend server hardware or software.

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

  • Perform or direct Web site updates.

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

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

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

  • Write supporting code for Web applications or Web sites.

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

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

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

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

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

  • Develop databases that support Web applications and Web sites.

  • 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.

  • Select programming languages, design tools, or applications.

  • Renew domain name registrations.

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

  • Establish appropriate server directory trees.

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

  • Analyze user needs to determine technical requirements.

  • Develop or implement procedures for ongoing Web site revision.

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

  • 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.

  • Recommend and implement performance improvements.

  • Develop system interaction or sequence diagrams.

Technologies & Software

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