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Automation Risk Analysis

Will “Back End Engineer” be Automated?

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AI Exposure Risk

59%

“Back End Engineer” 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 Engineer” 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.

  • Recommend and implement performance improvements.

  • Renew domain name registrations.

  • Establish appropriate server directory trees.

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

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

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

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

  • Develop databases that support Web applications and Web sites.

  • Evaluate or recommend server hardware or software.

  • 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.

  • Analyze user needs to determine technical requirements.

  • Develop system interaction or sequence diagrams.

  • 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.

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

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

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

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

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

  • Select programming languages, design tools, or applications.

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

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

  • Perform or direct Web site updates.

  • Develop or implement procedures for ongoing Web site revision.

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

  • Write supporting code for Web applications or Web sites.

Technologies & Software

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