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Automation Risk Analysis

Will “Mobile Application Developer” be Automated?

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AI Exposure Risk

58%

“Mobile 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%

“Mobile 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 user needs and software requirements to determine feasibility of design within time and cost constraints.

  • 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.

  • Determine system performance standards.

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

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

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

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

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

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

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

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

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

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

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

  • Coordinate installation of software system.

  • Train users to use new or modified equipment.

Technologies & Software

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

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