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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

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

  • Perform or direct Web site updates.

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

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

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

  • Evaluate or recommend server hardware or software.

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

  • Develop or implement procedures for ongoing Web site revision.

  • Establish appropriate server directory trees.

  • Recommend and implement performance improvements.

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

  • 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.

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

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

  • Develop system interaction or sequence diagrams.

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

  • 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.

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

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

  • Develop databases that support Web applications and Web sites.

  • Analyze user needs to determine technical requirements.

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

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

  • Renew domain name registrations.

  • Select programming languages, design tools, or applications.

Technologies & Software

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