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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

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

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

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

  • Determine system performance standards.

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

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

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

  • Train users to use new or modified equipment.

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

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

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

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

  • 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.

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

  • Coordinate installation of software system.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

Technologies & Software

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

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