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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

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

  • Write supporting code for Web applications or Web sites.

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

  • 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.

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

  • Establish appropriate server directory trees.

  • 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.

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

  • Evaluate or recommend server hardware or software.

  • Select programming languages, design tools, or applications.

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

  • Recommend and implement performance improvements.

  • Develop or implement procedures for ongoing Web site revision.

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

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

  • Develop databases that support Web applications and 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.

  • Perform or direct Web site updates.

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

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

  • Develop system interaction or sequence diagrams.

  • 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.

  • Renew domain name registrations.

  • Analyze user needs to determine technical requirements.

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

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

Technologies & Software

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