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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

  • Establish appropriate server directory trees.

  • Develop databases that support Web applications and Web sites.

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

  • Select programming languages, design tools, or applications.

  • Perform or direct Web site updates.

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

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

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

  • Develop system interaction or sequence diagrams.

  • Evaluate or recommend server hardware or software.

  • Recommend and implement performance improvements.

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

  • Analyze user needs to determine technical requirements.

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

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

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

  • 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.

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

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

  • Write supporting code for Web applications or Web sites.

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

  • Provide clear, detailed descriptions of Web site specifications, such as product features, activities, software, communication protocols, programming languages, and operating systems software and hardware.

  • 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.

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

Technologies & Software

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