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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

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

  • Coordinate installation of software 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.

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

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

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

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

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

  • 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.

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

  • Train users to use new or modified equipment.

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

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

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

  • Determine system performance standards.

Technologies & Software

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

Alternative Job Titles