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Automation Risk Analysis

Will “Internet Application Developer” be Automated?

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AI Exposure Risk

58%

“Internet 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%

“Internet 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

  • Train users to use new or modified equipment.

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

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

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

  • Determine system performance standards.

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

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

  • 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.

  • Coordinate installation of software system.

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

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

  • 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.

  • 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.

Technologies & Software

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

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