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Automation Risk Analysis

Will “Commercial Drone Software Developer” be Automated?

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AI Exposure Risk

58%

“Commercial Drone Software 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%

“Commercial Drone Software 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

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

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

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

  • Coordinate installation of software system.

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

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

  • Train users to use new or modified equipment.

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

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

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

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

  • Determine system performance standards.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles