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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

  • Perform or direct Web site updates.

  • Recommend and implement performance improvements.

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

  • Analyze user needs to determine technical requirements.

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

  • Develop databases that support Web applications and Web sites.

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

  • Write supporting code for Web applications or Web sites.

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

  • Establish appropriate server directory trees.

  • Develop or implement procedures for ongoing Web site 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.

  • Evaluate or recommend server hardware or software.

  • 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.

  • 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.

  • Develop system interaction or sequence diagrams.

Technologies & Software

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