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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

  • Recommend and implement performance improvements.

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

  • 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.

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

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

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

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

  • Develop databases that support Web applications and Web sites.

  • Evaluate or recommend server hardware or software.

  • 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.

  • Select programming languages, design tools, or applications.

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

  • 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.

  • Develop or implement procedures for ongoing Web site revision.

  • Analyze user needs to determine technical requirements.

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

  • Renew domain name registrations.

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

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

  • Establish appropriate server directory trees.

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

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

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

  • Develop system interaction or sequence diagrams.

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

  • Write supporting code for Web applications or Web sites.

Technologies & Software

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