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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

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

  • Renew domain name registrations.

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

  • Develop system interaction or sequence diagrams.

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

  • Develop databases that support Web applications and Web sites.

  • Select programming languages, design tools, or applications.

  • 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.

  • Evaluate or recommend server hardware or software.

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

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

  • Recommend and implement performance improvements.

  • Establish appropriate server directory trees.

  • Perform or direct Web site updates.

  • Analyze user needs to determine technical requirements.

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

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

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

  • 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.

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

  • Write supporting code for Web applications or Web sites.

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

  • 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.

Technologies & Software

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