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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

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

  • Analyze user needs to determine technical requirements.

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

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

  • Develop databases that support Web applications and Web sites.

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

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

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

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

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

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

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

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

  • Establish appropriate server directory trees.

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

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

  • Perform or direct Web site updates.

  • Evaluate or recommend server hardware or software.

  • 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.

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

  • Renew domain name registrations.

  • Develop system interaction or sequence diagrams.

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

  • Write supporting code for Web applications or Web sites.

  • Select programming languages, design tools, or applications.

Technologies & Software

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