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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

  • Write supporting code for Web applications or Web sites.

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

  • Select programming languages, design tools, or applications.

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

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

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

  • Develop system interaction or sequence diagrams.

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

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

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

  • Analyze user needs to determine technical requirements.

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

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

  • 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.

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

  • Evaluate or recommend server hardware or software.

  • Recommend and implement performance improvements.

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

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

  • Perform or direct Web site updates.

  • 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.

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

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

  • Renew domain name registrations.

  • Establish appropriate server directory trees.

  • Develop databases that support Web applications and Web sites.

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

Technologies & Software

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