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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

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

  • Coordinate installation of software system.

  • Train users to use new or modified equipment.

  • Determine system performance standards.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles