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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

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

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

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

  • Develop databases that support Web applications and Web sites.

  • Perform or direct Web site updates.

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

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

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

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

  • Develop system interaction or sequence diagrams.

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

  • Write supporting code for Web applications or Web sites.

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

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

  • Establish appropriate server directory trees.

  • 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.

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

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

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

  • Select programming languages, design tools, or applications.

  • Recommend and implement performance improvements.

  • Evaluate or recommend server hardware or software.

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

  • Renew domain name registrations.

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

  • Analyze user needs to determine technical requirements.

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

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

Technologies & Software

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