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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

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

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

  • 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.

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

  • Establish appropriate server directory trees.

  • Write supporting code for Web applications or Web sites.

  • Evaluate or recommend server hardware or software.

  • Develop databases that support Web applications and Web sites.

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

  • Perform or direct Web site updates.

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

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

  • Select programming languages, design tools, or applications.

  • Renew domain name registrations.

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

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

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

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

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

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

  • Analyze user needs to determine technical requirements.

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

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

  • Develop system interaction or sequence diagrams.

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

  • Develop or implement procedures for ongoing Web site revision.

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

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

Technologies & Software

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