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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

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

  • Develop or implement procedures for ongoing Web site 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.

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

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

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

  • Recommend and implement performance improvements.

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

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

  • Develop databases that support Web applications and Web sites.

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

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

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

  • Perform or direct Web site updates.

  • Establish appropriate server directory trees.

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

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

  • Select programming languages, design tools, or applications.

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

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

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

  • Evaluate or recommend server hardware or software.

  • Renew domain name registrations.

  • Develop system interaction or sequence diagrams.

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

  • Analyze user needs to determine technical requirements.

  • 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.

  • Write supporting code for Web applications or Web sites.

Technologies & Software

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