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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

  • Establish appropriate server directory trees.

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

  • Renew domain name registrations.

  • Develop system interaction or sequence diagrams.

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

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

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

  • Develop databases that support Web applications and Web sites.

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

  • Recommend and implement performance improvements.

  • Develop or implement procedures for ongoing Web site revision.

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

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

  • Write supporting code for Web applications or Web sites.

  • Perform or direct Web site updates.

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

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

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

  • Evaluate or recommend server hardware or software.

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

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

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

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

  • Select programming languages, design tools, or applications.

  • 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.

  • Analyze user needs to determine technical requirements.

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

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

Technologies & Software

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