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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.

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

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

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

  • Determine system performance standards.

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

  • 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.

  • Train users to use new or modified equipment.

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

  • Coordinate installation of software system.

  • 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.

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

  • 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.

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

Technologies & Software

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  • Oracle PL/SQL
  • Functional testing software
  • IBM InfoSphere DataStage
  • Python
  • Advanced business application programming ABAP
  • ADO.NET
  • Slack
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  • Backbone.js
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  • Bootstrap
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  • Cursor AI
  • Integration testing software
  • Oberon
  • Microsoft Access
  • Trimble SketchUp Pro
  • Microservices Architecture
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  • Gemini (Google)
  • Amazon Web Services AWS CloudFormation
  • Structured query language SQL
  • LinkedIn
  • React
  • Microsoft Visual Basic
  • Apache Solr
  • IBM Rational ClearQuest
  • Scala
  • UNIX
  • Claude (Anthropic)
  • Microsoft SQL Server Integration Services SSIS
  • Grok (xAI)
  • Operating system shells
  • Unit testing software
  • Google Cloud software
  • Apache Struts
  • Google Drive
  • Interstate connection ICON
  • Oracle Fusion Applications
  • Amazon DynamoDB
  • Scheme
  • Oracle Business Intelligence Discoverer
  • Mistral AI (chat/models)
  • Microsoft Teams
  • MicroStrategy
  • Mistral (Mistral AI)
  • Microsoft Internet Information Services (IIS)
  • Common business oriented language COBOL
  • Llama (Meta)
  • Spring Framework
  • Smalltalk
  • Extensible markup language XML
  • C#
  • JavaScript
  • Veritas NetBackup
  • Airtable
  • Operating system software
  • Google Docs
  • Firewall software
  • Extensible hypertext markup language XHTML
  • Gambit Scheme
  • Microsoft Visual Basic.NET
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  • Django
  • Hibernate ORM
  • Win CE
  • Microsoft ASP.NET Core MVC
  • PyTorch
  • Virtual private networking VPN software
  • Beginner's all-purpose symbolic instruction code BASIC
  • Microsoft Windows Server
  • Apache Hive
  • RabbitMQ
  • Modula
  • Microsoft Visual Basic for Applications VBA
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  • Kotlin
  • Call-processing language CPL
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  • Platform as a service PaaS
  • TensorFlow
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  • Forth
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  • Shell script
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  • Oracle Application Server
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  • A programming language APL
  • Talend Data Fabric
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  • Google Meet
  • Dynamic modeling software
  • JavaScript Object Notation JSON
  • Web application software
  • Apache Oozie
  • Verilog
  • Kimi (Moonshot AI)
  • Perforce Helix software
  • Enterprise JavaBeans
  • Disk operating system DOS
  • XML Path Language XPATH
  • IBM Rational RequisitePro
  • Jenkins CI
  • Perl
  • Oracle PeopleSoft Financials
  • Microsoft ASP.NET
  • Cisco IOS
  • Adobe After Effects
  • Google Antigravity
  • Microsoft SQL Server
  • Haskell
  • GitHub
  • Drupal
  • Graphical user interface GUI builder software
  • Component-based Scalable Logical Architecture CSLA
  • Red Hat Enterprise Linux
  • FaceTime
  • ABC: the AspectBench Compiler for AspectJ
  • LogMeIn GoToMeeting
  • Transact-SQL
  • Fault testing software
  • IBM WebSphere MQ
  • Source code editor software
  • Configuration management software
  • Apache Hadoop
  • Distributed component object model DCOM software
  • Google Slides
  • Microsoft Visual C# .NET
  • SAP ERP
  • Microsoft Power BI
  • Microsoft Active Server Pages ASP
  • Oracle Business Intelligence Suite
  • Blink
  • System testing software
  • Google Gmail
  • Software libraries
  • Canu
  • DeepSeek
  • Evernote
  • Microsoft Outlook
  • Apache HTTP Server
  • Oracle JavaServer Pages JSP
  • PuTTY
  • Red Hat Ansible Engine
  • Security testing software
  • Ansible software
  • Microsoft Azure DevOps Services
  • GroupMe
  • Deployment software
  • Document Object Model DOM Scripting
  • Distributed database management software
  • Microsoft Word
  • Microsoft ESP SDK
  • Unified modeling language UML
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  • Algorithmic language ALGOL
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  • Structured Query Report SQR
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  • ChatGPT (OpenAI)
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  • C
  • Elasticsearch
  • Redis
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  • Microsoft Windows
  • Snowflake
  • Formula translation/translator FORTRAN
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  • Jupyter Notebook
  • Teradata Database
  • IBM Terraform
  • Emerald Software Group Emerald Green Office
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  • Moodle
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  • Microsoft SharePoint
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  • Bash
  • Microsoft DirectX
  • Nova (Amazon)
  • Ruby on Rails
  • Simple API for XML SAX
  • Microsoft Publisher
  • Amazon Elastic Compute Cloud EC2
  • Computer On-line Real-time Applications Language CORAL 66
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  • Hewlett Packard LoadRunner
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  • Patch management software
  • Dynamic analysis software
  • Single sign-on SSO
  • Microsoft Team Foundation Server
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  • IBM z/OS operating systems
  • Tabnine
  • Microsoft SQL Server Reporting Services SSRS
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  • Stress testing software
  • Restructured extended executor REXX
  • IBM WebSphere
  • Integrated development environment IDE software
  • MySQL
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  • Test implementation software
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  • J
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  • Software development tools
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  • Enterprise application integration EAI software
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  • Google Analytics
  • Adobe Flex
  • Ada
  • Ruby
  • Migration testing software
  • Event-driven State-machines Programming
  • Kubernetes
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  • IBM AIX
  • WordPress
  • B-Method
  • Adobe Illustrator
  • Web server software
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Microsoft Power Automate
  • OpenAI ChatGPT
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  • Recovery testing software
  • Oracle E-Business Suite Financials
  • Oracle JDBC
  • KornShell
  • Amazon Simple Storage Service S3
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  • Interface definition language IDL
  • Docker
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  • GitLab
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  • Data definition language DDL
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  • NoSQL
  • Gradle
  • v0 by Vercel
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  • Apache Subversion SVN
  • Adobe Photoshop
  • Component object model COM software
  • Oracle Java Message Service JMS
  • Splunk Enterprise
  • UNIX Shell
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  • ICON programming language
  • Wireshark
  • Apache Cassandra
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  • Microsoft Dynamics
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  • Devin (Cognition AI)
  • IBM Notes
  • MathWorks Simulink
  • Microsoft PowerShell
  • Apple macOS
  • Oracle Fusion Middleware
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  • E++ pattern language
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  • Job control language JCL
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  • Test design software
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  • SAP software
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  • SAP Crystal Reports
  • Gemini Code Assist
  • Flipgrid
  • Oracle Primavera Enterprise Project Portfolio Management
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  • PostgreSQL
  • Load testing software
  • FileMaker Pro
  • Adobe Dreamweaver
  • Microsoft .NET Framework
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  • Extensible stylesheet language transformations XSLT
  • Git
  • Simulation program with integrated circuit emphasis SPICE
  • Allaire ColdFusion
  • Programming language one PL/I
  • Microsoft OneNote
  • Selenium
  • Google Android
  • Swift
  • Voice over internet protocol VoIP system software
  • Minitab
  • Lovable.dev
  • Web service definition language WDSL
  • Linux
  • Microsoft Project
  • Automated installation software
  • String oriented symbolic language SNOBOL
  • Apache HBase
  • Cascading style sheets CSS
  • Apache Groovy
  • Hypertext markup language HTML
  • Object Management Group Object Request Broker
  • Data manipulation language DML
  • Apache Ant
  • Symantec Visual Cafe
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  • Graphical user interface GUI design software
  • SAP NetWeaver
  • Oracle Database
  • GNU Image Manipulation Program GIMP
  • Apache Tomcat
  • IBM Middleware
  • Hewlett Packard HP-UX
  • Oracle Business Intelligence Enterprise Edition
  • Spring Boot
  • Ext JS
  • PHP
  • Marketo Marketing Automation
  • 3M Post-it App
  • IBM SPSS Statistics
  • Tableau
  • jQuery
  • Microsoft Active Directory
  • Go
  • Skype
  • AWK
  • Microsoft Visual Studio
  • IEA Software Emerald
  • Talend Big Data Integration
  • Adobe ActionScript
  • Adobe Creative Cloud software
  • Apple iOS
  • Citrix cloud computing software
  • Bolt.new
  • YouTube
  • Oracle Solaris
  • Real time operating system RTOS software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Apache Kafka
  • SonarQube
  • IBM Rational ClearCase
  • Software distribution management software
  • Eclipse Jersey
  • MongoDB
  • Chef
  • Collaborative Application Markup Language CAML
  • Microsoft Exchange
  • Microsoft Excel
  • Oracle Cloud software
  • Oracle WebLogic Server
  • ESRI ArcGIS software
  • C++
  • Computer servers
  • Digital cameras
  • Multi-core central processing unit CPU
  • Notebook computers
  • Logic analyzers
  • Desktop computers
  • Application servers
  • In circuit emulators ICE
  • Mainframe computers
  • Graphics processing unit GPU
  • Flash disks
  • Directory servers

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