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Automation Risk Analysis

Will “Application Developer” be Automated?

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AI Exposure Risk

58%

“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%

“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

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

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

  • 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.

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

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

  • 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.

  • Train users to use new or modified equipment.

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

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

  • 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.

  • Determine system performance standards.

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

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

Technologies & Software

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

Alternative Job Titles