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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

  • 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.

  • Perform or direct Web site updates.

  • Develop system interaction or sequence diagrams.

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

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

  • Establish appropriate server directory trees.

  • Analyze user needs to determine technical requirements.

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

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

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

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

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

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

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

  • Write supporting code for Web applications or Web sites.

  • Select programming languages, design tools, or applications.

  • Develop databases that support Web applications and Web sites.

  • Recommend and implement performance improvements.

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

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

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

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

  • Renew domain name registrations.

  • Evaluate or recommend server hardware or software.

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

Technologies & Software

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