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Automation Risk Analysis

Will “Software Developer” be Automated?

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AI Exposure Risk

58%

“Software 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%

“Software 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

  • 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.

  • 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.

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

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

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

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

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

  • Determine system performance standards.

  • Train users to use new or modified equipment.

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

  • 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.

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

  • Coordinate installation of software system.

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

Technologies & Software

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

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