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Automation Risk Analysis

Will “Web Consultant” be Automated?

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AI Exposure Risk

59%

“Web Consultant” 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 Consultant” 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

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

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

  • Develop databases that support Web applications and Web sites.

  • Develop system interaction or sequence diagrams.

  • 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.

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

  • 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.

  • 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.

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

  • Select programming languages, design tools, or applications.

  • Establish appropriate server directory trees.

  • Write supporting code for Web applications or Web sites.

  • Perform or direct Web site updates.

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

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

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

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

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

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

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

  • Evaluate or recommend server hardware or software.

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

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

  • Analyze user needs to determine technical requirements.

  • Renew domain name registrations.

  • Recommend and implement performance improvements.

Technologies & Software

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