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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

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

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

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

  • Write supporting code for Web applications or Web sites.

  • Select programming languages, design tools, or applications.

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

  • Develop or implement procedures for ongoing Web site revision.

  • Establish appropriate server directory trees.

  • Evaluate or recommend server hardware or software.

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

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

  • Renew domain name registrations.

  • Recommend and implement performance improvements.

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

  • Perform or direct Web site updates.

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

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

  • Analyze user needs to determine technical requirements.

  • Develop system interaction or sequence diagrams.

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

  • Develop databases that support Web applications and Web sites.

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

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

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

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

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

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

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

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

Technologies & Software

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