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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

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

  • 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.

  • 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.

  • 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.

  • 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.

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

  • Determine system performance standards.

  • Coordinate installation of software system.

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

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

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

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

Technologies & Software

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

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