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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

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

  • Perform or direct Web site updates.

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

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

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

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

  • Develop databases that support Web applications and Web sites.

  • Recommend and implement performance improvements.

  • Establish appropriate server directory trees.

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

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

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

  • Develop system interaction or sequence diagrams.

  • Renew domain name registrations.

  • Evaluate or recommend server hardware or software.

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

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

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

  • Select programming languages, design tools, or applications.

  • Analyze user needs to determine technical requirements.

  • Write supporting code for Web applications or Web sites.

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

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

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

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

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

Technologies & Software

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