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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.

  • 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.

  • Analyze user needs to determine technical requirements.

  • Renew domain name registrations.

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

  • Recommend and implement performance improvements.

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

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

  • Develop or implement procedures for ongoing Web site revision.

  • Perform or direct Web site updates.

  • 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.

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

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

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

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

  • Evaluate or recommend server hardware or software.

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

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

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

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

  • Develop databases that support Web applications and Web sites.

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

  • Select programming languages, design tools, or applications.

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

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

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

  • Develop system interaction or sequence diagrams.

Technologies & Software

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