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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.

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

  • Coordinate installation of software system.

  • 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.

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

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

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

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

  • 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.

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

  • Determine system performance standards.

  • 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.

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

  • Train users to use new or modified equipment.

Technologies & Software

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

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