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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

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

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

  • Develop or implement procedures for ongoing Web site revision.

  • Develop databases that support Web applications and Web sites.

  • Renew domain name registrations.

  • Analyze user needs to determine technical requirements.

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

  • Establish appropriate server directory trees.

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

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

  • Perform or direct Web site updates.

  • Evaluate or recommend server hardware or software.

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

  • Write supporting code for Web applications or Web sites.

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

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

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

  • Select programming languages, design tools, or applications.

  • Recommend and implement performance improvements.

  • 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.

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

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

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

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

  • Develop system interaction or sequence diagrams.

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

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

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

Technologies & Software

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