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Automation Risk Analysis

Will “Back End Software Engineer” be Automated?

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AI Exposure Risk

59%

“Back End Software 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 Software 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

  • Write supporting code for Web applications or Web sites.

  • 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.

  • Analyze user needs to determine technical requirements.

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

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

  • Develop databases that support Web applications and Web sites.

  • 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.

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

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

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

  • Develop or implement procedures for ongoing Web site revision.

  • Establish appropriate server directory trees.

  • 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.

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

  • Recommend and implement performance improvements.

  • Renew domain name registrations.

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

  • Perform or direct Web site updates.

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

  • Develop system interaction or sequence diagrams.

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

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

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

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

  • Evaluate or recommend server hardware or software.

  • Select programming languages, design tools, or applications.

Technologies & Software

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