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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

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

  • 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.

  • Train users to use new or modified equipment.

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

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

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

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

  • Determine system performance standards.

  • Coordinate installation of software system.

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

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

  • 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.

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

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

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

Technologies & Software

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

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