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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

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

  • Develop databases that support Web applications and Web sites.

  • Renew domain name registrations.

  • 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.

  • Develop system interaction or sequence diagrams.

  • Write supporting code for Web applications or Web sites.

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

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

  • 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.

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

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

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

  • Select programming languages, design tools, or applications.

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

  • Analyze user needs to determine technical requirements.

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

  • 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.

  • Perform or direct Web site updates.

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

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

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

  • Establish appropriate server directory trees.

  • Evaluate or recommend server hardware or software.

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

  • Recommend and implement performance improvements.

Technologies & Software

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