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Automation Risk Analysis

Will “Business Application Developer” be Automated?

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AI Exposure Risk

58%

“Business 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%

“Business 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

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

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

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

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

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

  • 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.

  • Determine system performance standards.

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

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Train users to use new or modified equipment.

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

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

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

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

  • Coordinate installation of software system.

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

Technologies & Software

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

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