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Automation Risk Analysis

Will “Developer” be Automated?

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AI Exposure Risk

58%

“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%

“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

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

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

  • 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.

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

  • 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.

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

  • 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.

  • Coordinate installation of software system.

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

  • Train users to use new or modified equipment.

  • 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.

  • Determine system performance standards.

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

Technologies & Software

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

Alternative Job Titles