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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

  • Coordinate installation of software system.

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

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

  • Determine system performance standards.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles