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Automation Risk Analysis

Will “Software Application Developer” be Automated?

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AI Exposure Risk

58%

“Software Application 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 Application 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.

  • 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.

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

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

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

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

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Coordinate installation of software system.

  • 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.

  • Train users to use new or modified equipment.

  • 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.

  • Determine system performance standards.

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

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

Technologies & Software

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

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