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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

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

  • Perform or direct Web site updates.

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

  • Evaluate or recommend server hardware or software.

  • Establish appropriate server directory trees.

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

  • Develop or implement procedures for ongoing Web site revision.

  • Analyze user needs to determine technical requirements.

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

  • Recommend and implement performance improvements.

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

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

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

  • Renew domain name registrations.

  • Select programming languages, design tools, or applications.

  • 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.

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

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

  • Develop system interaction or sequence diagrams.

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

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

  • 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.

  • Develop databases that support Web applications and Web sites.

  • Write supporting code for Web applications or Web sites.

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

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

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

Technologies & Software

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