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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

  • Train users to use new or modified equipment.

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

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

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

  • 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.

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

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

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

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

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

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

  • Coordinate installation of software system.

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

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

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

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

Technologies & Software

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

Alternative Job Titles