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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

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

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

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

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

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

  • Train users to use new or modified equipment.

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

  • 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.

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles