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

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

  • Perform or direct Web site updates.

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

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

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

  • Renew domain name registrations.

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

  • 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.

  • 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.

  • Develop databases that support Web applications and Web sites.

  • Develop system interaction or sequence diagrams.

  • Select programming languages, design tools, or applications.

  • Develop or implement procedures for ongoing Web site revision.

  • Evaluate or recommend server hardware or software.

  • 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.

  • Recommend and implement performance improvements.

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

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

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

  • Analyze user needs to determine technical requirements.

  • 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.

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

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

  • Write supporting code for Web applications or Web sites.

Technologies & Software

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