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Automation Risk Analysis

Will “Full Stack Developer” be Automated?

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AI Exposure Risk

58%

“Full Stack Developer” 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Full Stack Developer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Determine system performance standards.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Coordinate installation of software system.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Train users to use new or modified equipment.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

Technologies & Software

  • MuleSoft software
  • Microsoft DirectX
  • Blackbaud The Raiser's Edge
  • Ext JS
  • Blackboard software
  • Redis
  • Usability testing software
  • Voice over internet protocol VoIP system software
  • Red Hat OpenShift
  • Component-based Scalable Logical Architecture CSLA
  • Platform as a service PaaS
  • Software distribution management software
  • Amazon Elastic Compute Cloud EC2
  • jQuery
  • Web application software
  • StataCorp Stata
  • Enterprise resource planning ERP software
  • SAP PowerBuilder
  • Figma
  • IBM Terraform
  • LogMeIn GoToMeeting
  • Forth
  • GroupMe
  • GitLab
  • Real time operating system RTOS software
  • Microsoft Access
  • Red Hat Enterprise Linux
  • Graphical user interface GUI design software
  • TypeScript
  • Eclipse Jersey
  • Lovable.dev
  • IBM Rational RequisitePro
  • Bolt.new
  • Docker
  • Ansible software
  • Common Lisp Object System CLOS
  • Microsoft Power Automate
  • Bash
  • Nagios
  • SAP Adaptive Server Enterprise
  • Symantec Visual Cafe
  • Encryption software
  • Integrated development environment IDE software
  • Smalltalk
  • Cascading style sheets CSS
  • JavaScript Object Notation JSON
  • Visible Razor
  • VMware
  • Allaire ColdFusion
  • Microsoft Outlook
  • IBM Notes
  • Apache Spark
  • Microsoft Project
  • Apache Ant
  • E++ pattern language
  • Adobe InDesign
  • Microsoft SQL Server Integration Services SSIS
  • B-Method
  • Talend Big Data Integration
  • Splunk Enterprise
  • Django
  • Microservices Architecture
  • Oracle Eloqua
  • Python
  • Extensible stylesheet language transformations XSLT
  • XML Path Language XPATH
  • Claude (Anthropic)
  • Cisco Webex
  • Tabnine
  • Hibernate ORM
  • Wind River VxWorks
  • Microsoft Visual Basic
  • Salesforce Visualforce
  • Delphi Technology
  • Perforce Helix software
  • Microsoft Windows Server
  • Regression testing software
  • Perplexity AI
  • FaceTime
  • Test implementation software
  • Spring Boot
  • Gemini (Google)
  • Oracle JDBC
  • Requirements management software
  • JFrog Artifactory
  • Interoperability testing software
  • React
  • Apache Hive
  • Qlik Tech QlikView
  • Backbone.js
  • React Redux
  • Embarcadero Delphi
  • IBM Domino
  • Web server software
  • Atlassian JIRA
  • Google Slides
  • Restructured extended executor REXX
  • Microsoft Visio
  • Slack
  • Google Android
  • Disk operating system DOS
  • Apache HBase
  • Microsoft Teams
  • Microsoft PowerPoint
  • Mutation testing software
  • Microsoft Visual Basic.NET
  • Perl
  • Google Cloud software
  • Apache Kafka
  • LexisNexis
  • Kotlin
  • MongoDB
  • Marketo Marketing Automation
  • Microsoft Azure DevOps Services
  • ABC Compiler
  • Apache Avro
  • Amazon Kinesis
  • Eiffel
  • Drupal
  • Microsoft Dynamics
  • Jupyter Notebook
  • Test design software
  • FileMaker Pro
  • Microsoft ASP.NET Core MVC
  • Operating system shells
  • Oracle Java Message Service JMS
  • Evernote
  • Configuration management software
  • Unit testing software
  • Social media sites
  • SAP NetWeaver
  • Microsoft SQL Server
  • Management information systems MIS
  • Oracle Application Server
  • Atlassian Bamboo
  • The MathWorks MATLAB
  • Structured query language SQL
  • SmugMug Flickr
  • Eclipse IDE
  • IEA Software Emerald
  • Puppet
  • ESRI ArcGIS software
  • Codeium
  • v0 by Vercel
  • Google Sites
  • Microsoft Internet Information Services (IIS)
  • American National Standards Institute ANSI C
  • Screencastify
  • Microsoft SharePoint
  • Teradata Database
  • ICON programming language
  • Oracle Java
  • Oracle PeopleSoft Financials
  • Beginner's all-purpose symbolic instruction code BASIC
  • Apache HTTP Server
  • Verilog
  • KornShell
  • Fault testing software
  • Nova (Amazon)
  • Programming language one PL/I
  • Single sign-on SSO
  • Distributed database management software
  • Gambit Scheme
  • Microsoft Azure software
  • Microsoft Visual Studio
  • Deployment software
  • Computer On-line Real-time Applications Language CORAL 66
  • File server software
  • Microsoft Word
  • Google Sheets
  • Oracle Business Intelligence Discoverer
  • Amazon Simple Storage Service S3
  • Interstate connection ICON
  • Chef
  • Git
  • Stress testing software
  • IBM SPSS Statistics
  • List processing language LISP
  • Amazon DynamoDB
  • Citrix cloud computing software
  • IBM Rational ClearCase
  • LAMP Stack
  • Extensible hypertext markup language XHTML
  • Scala
  • Oracle Primavera Enterprise Project Portfolio Management
  • Component object model COM software
  • GitHub Copilot
  • Microsoft Visual C# .NET
  • Oracle Business Intelligence Suite
  • A programming language APL
  • Informatica software
  • Oracle Hyperion
  • Oracle WebLogic Server
  • SAP software
  • Oracle Fusion Applications
  • Operating system software
  • Hewlett Packard HP-UX
  • DeepSeek
  • SAS
  • SAP Business Intelligence
  • YouTube
  • React Native
  • Pascal
  • Apache Pig
  • Win CE
  • Atlassian Bitbucket
  • Adobe Photoshop
  • Software libraries
  • Graphical user interface GUI builder software
  • Static analysis software
  • Apache Oozie
  • AWK
  • Functional testing software
  • NoSQL
  • Microsoft Visual Basic for Applications VBA
  • PuTTY
  • Llama (Meta)
  • Document management system software
  • Trimble SketchUp Pro
  • Wireshark
  • Data analysis software
  • MathWorks Simulink
  • Objective Caml
  • Apache Subversion SVN
  • Ruby on Rails
  • Bigloo Scheme
  • Scheme
  • Google Angular
  • Atlassian Confluence
  • Oracle E-Business Suite Financials
  • Simple API for XML SAX
  • Backup and archival software
  • AJAX
  • Collaborative Application Markup Language CAML
  • IBM AIX
  • Qwen (Alibaba)
  • Microsoft transact-structural query language T-SQL
  • Open Graphics Library OpenGL
  • Distributed component object model DCOM software
  • Dynamic analysis software
  • Oracle JavaServer Pages JSP
  • Web service definition language WDSL
  • Loom
  • PostgreSQL
  • LinkedIn
  • Apache Cassandra
  • Adobe Acrobat
  • Amazon CodeWhisperer
  • JavaScript framework software
  • Microsoft Publisher
  • QNX
  • Kubernetes
  • Amazon Web Services AWS CloudFormation
  • ServiceNow
  • Extensible markup language XML
  • GNU Image Manipulation Program GIMP
  • IBM z/OS operating systems
  • Ubuntu
  • JamBoard
  • Transact-SQL
  • C
  • Cisco IOS
  • Apache Hadoop
  • Data definition language DDL
  • SonarQube
  • IBM WebSphere MQ
  • 3M Post-it App
  • IBM Rational PurifyPlus
  • Event-driven State-machines Programming
  • Adobe ActionScript
  • Apache Tomcat
  • Magellan Firmware
  • Microsoft Excel
  • Oracle Cloud software
  • Customer information control system CICS
  • Oracle PL/SQL
  • Microsoft Active Server Pages ASP
  • Skype
  • Apache Maven
  • Embarcadero JBuilder
  • Salesforce software
  • Virtual private networking VPN software
  • Oracle SQL Developer
  • Storage area network SAN software
  • Embedded systems development software
  • IBM Rational Rose XDE
  • Sun Microsystems Java Persistence API
  • IBM DB2
  • Devin (Cognition AI)
  • Emerald Software Group Emerald Green Office
  • TensorFlow
  • IBM InfoSphere DataStage
  • Ada
  • Tableau
  • MicroStrategy
  • Oberon
  • IBM WebSphere
  • Integration testing software
  • Microsoft Team Foundation Server
  • Microsoft ActiveX
  • UNIX Shell
  • Microsoft ASP.NET
  • ABC: the AspectBench Compiler for AspectJ
  • Flipgrid
  • Microsoft Active Directory
  • Dynamic modeling software
  • Algorithmic language ALGOL
  • Adobe Illustrator
  • Cursor AI
  • Oracle Database
  • Apache Struts
  • Objective C
  • SAP ERP
  • LogMeIn GoToWebinar
  • Adobe Flex
  • Advanced business application programming ABAP
  • Microsoft Office software
  • Microsoft OneNote
  • Amazon Redshift
  • Ruby
  • Data manipulation language DML
  • System testing software
  • Microsoft Power BI
  • Grok (xAI)
  • Simulation program with integrated circuit emphasis SPICE
  • Oracle PeopleSoft
  • Oracle Solaris
  • Enterprise JavaBeans
  • Patch management software
  • Spring Framework
  • Elasticsearch
  • Blink
  • Microsoft Exchange
  • GraphQL
  • Selenium
  • Gemini Code Assist
  • Recovery testing software
  • Linux
  • Job control language JCL
  • SAP Business Objects
  • Airtable
  • GitHub
  • NortonLifeLock cybersecurity software
  • Vue.js
  • Mistral AI (chat/models)
  • JUnit
  • Call-processing language CPL
  • Oracle Fusion Middleware
  • Swift
  • IBM Middleware
  • McAfee
  • Migration testing software
  • Shell script
  • Google Docs
  • Google Gmail
  • String oriented symbolic language SNOBOL
  • Zoom
  • Document Object Model DOM Scripting
  • Haskell
  • Google Analytics
  • Minitab
  • Enterprise application integration EAI software
  • Prolog
  • Amazon Web Services AWS software
  • Microsoft PowerShell
  • Kimi (Moonshot AI)
  • Node.js
  • MySQL
  • Quest Erwin Data Modeler
  • ChatGPT (OpenAI)
  • R
  • PHP
  • Apache Solr
  • IBM Cognos Impromptu
  • Red Hat WildFly
  • Microsoft SQL Server Reporting Services SSRS
  • Red Hat Ansible Engine
  • Structured Query Report SQR
  • Adobe Creative Cloud software
  • JavaScript
  • UNIX
  • Adobe Dreamweaver
  • MUMPS M
  • Talend Data Fabric
  • Common business oriented language COBOL
  • Moodle
  • Microsoft .NET Framework
  • Formula translation/translator FORTRAN
  • Mistral (Mistral AI)
  • Jenkins CI
  • Alteryx software
  • National Instruments LabVIEW
  • Bootstrap
  • NetSuite ERP
  • Microsoft Dynamics GP
  • LibreOffice
  • Gradle
  • Dropbox
  • DataVision
  • Apache Groovy
  • Apple macOS
  • Firewall software
  • Object Management Group Object Request Broker
  • Unified modeling language UML
  • Adobe After Effects
  • Defect tracking software
  • Relational database management software
  • Google Meet
  • Apache Airflow
  • Dynamic hypertext markup language DHTML
  • Computer Associates integrated data management system CA-IDMS
  • RabbitMQ
  • Microsoft Windows
  • IBM Rational ClearQuest
  • Apple iOS
  • Apache Flume
  • C++
  • Workday software
  • Veritas NetBackup
  • Microsoft Visual Basic Scripting Edition VBScript
  • Go
  • Modula
  • Hypertext markup language HTML
  • Software development tools
  • Google Drive
  • RESTful API
  • Migration software
  • Oracle Reports
  • Google Antigravity
  • Load testing software
  • Microsoft ESP SDK
  • C#
  • PyTorch
  • Canu
  • Border Gateway Protocol BGP
  • Source code editor software
  • OpenAI ChatGPT
  • Interface definition language IDL
  • SAP Crystal Reports
  • Oracle Business Intelligence Enterprise Edition
  • IBM Power Systems software
  • Security testing software
  • Oracle JD Edwards EnterpriseOne
  • Hewlett Packard LoadRunner
  • Snowflake
  • Automated installation software
  • Xcode
  • ADO.NET
  • Version control software
  • WordPress
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • J
  • Graphics processing unit GPU
  • Mainframe computers
  • In circuit emulators ICE
  • Directory servers
  • Digital cameras
  • Notebook computers
  • Desktop computers
  • Logic analyzers
  • Application servers
  • Flash disks
  • Multi-core central processing unit CPU
  • Computer servers

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