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Automation Risk Analysis

Will “Full Stack Software Engineer” be Automated?

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AI Exposure Risk

58%

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

Automation & Robot Risk

27%

“Full Stack Software Engineer” 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

  • 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.

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

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

  • Coordinate installation of software system.

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

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

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

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

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

  • Train users to use new or modified equipment.

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

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

  • 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.

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

  • Determine system performance standards.

Technologies & Software

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

Alternative Job Titles