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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.

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

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

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

  • 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.

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

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

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

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

  • 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.

  • Determine system performance standards.

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

  • Coordinate installation of software system.

  • 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.

Technologies & Software

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

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