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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

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

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

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

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

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

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

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

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

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

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

  • Train users to use new or modified equipment.

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

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

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

  • Coordinate installation of software system.

  • Determine system performance standards.

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

Technologies & Software

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

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