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Automation Risk Analysis

Will “Internet Specialist” be Automated?

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AI Exposure Risk

59%

“Internet Specialist” 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%

“Internet Specialist” 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

  • 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.

  • Evaluate or recommend server hardware or software.

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

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

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

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

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

  • 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.

  • Develop system interaction or sequence diagrams.

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

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

  • Select programming languages, design tools, or applications.

  • Recommend and implement performance improvements.

  • Write supporting code for Web applications or Web sites.

  • Perform or direct Web site updates.

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

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

  • Develop databases that support Web applications and Web sites.

  • Analyze user needs to determine technical requirements.

  • Develop or implement procedures for ongoing Web site revision.

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

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

  • 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.

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

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

  • Establish appropriate server directory trees.

Technologies & Software

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