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Automation Risk Analysis

Will “Back End Developer” be Automated?

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AI Exposure Risk

59%

“Back End Developer” 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%

“Back End Developer” 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

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

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

  • Perform or direct Web site updates.

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

  • Establish appropriate server directory trees.

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

  • 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.

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

  • Write supporting code for Web applications or Web sites.

  • Recommend and implement performance improvements.

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

  • Evaluate or recommend server hardware or software.

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

  • Develop or implement procedures for ongoing Web site revision.

  • Develop databases that support Web applications and Web sites.

  • 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.

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

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

  • Renew domain name registrations.

  • Select programming languages, design tools, or applications.

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

  • Analyze user needs to determine technical requirements.

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

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

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

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

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

Technologies & Software

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