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Automation Risk Analysis

Will “Drone Software Development Engineer” be Automated?

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AI Exposure Risk

58%

“Drone Software Development Engineer” 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%

“Drone Software Development Engineer” 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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

  • Coordinate installation of software system.

  • Train users to use new or modified equipment.

Technologies & Software

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

Alternative Job Titles