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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

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

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

  • 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.

  • 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.

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

  • 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.

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

  • Coordinate installation of software system.

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

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

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

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

  • Train users to use new or modified equipment.

  • Determine system performance standards.

Technologies & Software

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

Alternative Job Titles