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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

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

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

  • 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.

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

  • 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.

  • Train users to use new or modified equipment.

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

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

  • Determine system performance standards.

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

  • 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.

  • 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.

Technologies & Software

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  • Advanced business application programming ABAP
  • Oracle Fusion Applications
  • GitLab
  • GitHub
  • Restructured extended executor REXX
  • SAP NetWeaver
  • Microsoft ASP.NET Core MVC
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  • Operating system shells
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  • IBM Rational PurifyPlus
  • SAP PowerBuilder
  • MuleSoft software
  • Structured Query Report SQR
  • Enterprise JavaBeans
  • R
  • Moodle
  • Integrated development environment IDE software
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  • Ansible software
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  • NetSuite ERP
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  • Tabnine
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  • Apple iOS
  • JUnit
  • Transact-SQL
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  • Ruby on Rails
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  • jQuery
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  • ADO.NET
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  • Eclipse IDE
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  • PuTTY
  • Git
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  • MUMPS M
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  • IBM SPSS Statistics
  • SAP Adaptive Server Enterprise
  • Bash
  • Airtable
  • GraphQL
  • Microsoft Project
  • Microsoft Visual Studio
  • Skype
  • Prolog
  • Microsoft Azure software
  • UNIX
  • SAP ERP
  • Salesforce Visualforce
  • Xcode
  • Beginner's all-purpose symbolic instruction code BASIC
  • Kotlin
  • Open Graphics Library OpenGL
  • Social media sites
  • System testing software
  • Gradle
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  • JamBoard
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  • Computer On-line Real-time Applications Language CORAL 66
  • YouTube
  • Microsoft OneNote
  • GroupMe
  • Google Slides
  • Adobe InDesign
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  • Component object model COM software
  • PHP
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  • Apache Subversion SVN
  • Data manipulation language DML
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  • Distributed component object model DCOM software
  • Integration testing software
  • GitHub Copilot
  • IBM Notes
  • Test design software
  • Blackbaud The Raiser's Edge
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  • Deployment software
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  • AJAX
  • LibreOffice
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  • Apache Tomcat
  • Simulation program with integrated circuit emphasis SPICE
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  • Oracle Database
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  • Document Object Model DOM Scripting
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  • Load testing software
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  • Oracle Business Intelligence Suite
  • Scala
  • Haskell
  • Cisco Webex
  • Microsoft Access
  • Apache Spark
  • LogMeIn GoToWebinar
  • Splunk Enterprise
  • Snowflake
  • Apple macOS
  • Common Lisp Object System CLOS
  • Usability testing software
  • Forth
  • Adobe Photoshop
  • Red Hat WildFly
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  • Selenium
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  • Simple API for XML SAX
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  • Microsoft Visual Basic
  • Hewlett Packard HP-UX
  • React Native
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  • React Redux
  • Formula translation/translator FORTRAN
  • Google Angular
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  • Dynamic hypertext markup language DHTML
  • Bigloo Scheme
  • SAP Business Objects
  • Component-based Scalable Logical Architecture CSLA
  • Trimble SketchUp Pro
  • Management information systems MIS
  • Microsoft Windows Server
  • Red Hat Ansible Engine
  • Google Gmail
  • Oracle PeopleSoft Financials
  • Apache Struts
  • Embarcadero Delphi
  • Google Drive
  • Marketo Marketing Automation
  • Loom
  • Tableau
  • J
  • Shell script
  • Interface definition language IDL
  • Embedded systems development software
  • Version control software
  • Minitab
  • Mistral (Mistral AI)
  • Apache Groovy
  • Microsoft PowerShell
  • Platform as a service PaaS
  • Adobe Dreamweaver
  • Apache HBase
  • Ada
  • JavaScript
  • Common business oriented language COBOL
  • PostgreSQL
  • PyTorch
  • Perplexity AI
  • TypeScript
  • Computer Associates integrated data management system CA-IDMS
  • Structured query language SQL
  • Redis
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  • Microsoft PowerPoint
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  • Qlik Tech QlikView
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  • Amazon Elastic Compute Cloud EC2
  • Apache Ant
  • Oracle Fusion Middleware
  • The MathWorks MATLAB
  • Informatica software
  • Microsoft Visio
  • Relational database management software
  • Microsoft SQL Server Reporting Services SSRS
  • IBM AIX
  • Kubernetes
  • IEA Software Emerald
  • Microsoft ActiveX
  • Modula
  • Microsoft Power Automate
  • Jenkins CI
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  • Emerald Software Group Emerald Green Office
  • Operating system software
  • Software development tools
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  • C
  • Bootstrap
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • OpenAI ChatGPT
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  • Data definition language DDL
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  • Quest Erwin Data Modeler
  • Eiffel
  • Microsoft ESP SDK
  • Allaire ColdFusion
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  • Google Sheets
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  • Alteryx software
  • Hypertext markup language HTML
  • Migration testing software
  • Swift
  • Event-driven State-machines Programming
  • RESTful API
  • Graphical user interface GUI design software
  • Software libraries
  • Oracle E-Business Suite Financials
  • Microsoft SQL Server
  • Elasticsearch
  • Oracle PL/SQL
  • Ext JS
  • Red Hat OpenShift
  • Apache Oozie
  • Adobe Acrobat
  • Mistral AI (chat/models)
  • IBM Terraform
  • JavaScript Object Notation JSON
  • Microsoft Visual Basic for Applications VBA
  • TensorFlow
  • Microsoft Internet Information Services (IIS)
  • Real time operating system RTOS software
  • Blackboard software
  • IBM Rational Rose XDE
  • UNIX Shell
  • Oracle Business Intelligence Discoverer
  • Jupyter Notebook
  • Linux
  • Adobe Creative Cloud software
  • Cascading style sheets CSS
  • Microsoft Excel
  • Oracle SQL Developer
  • Veritas NetBackup
  • Vue.js
  • Zoom
  • Customer information control system CICS
  • C++
  • Talend Data Fabric
  • Adobe Illustrator
  • Web server software
  • Objective Caml
  • Embarcadero JBuilder
  • Patch management software
  • Microsoft ASP.NET
  • Programming language one PL/I
  • IBM Rational RequisitePro
  • Spring Framework
  • Canu
  • AWK
  • Apache Airflow
  • IBM Rational ClearCase
  • Distributed database management software
  • Fault testing software
  • Encryption software
  • Web service definition language WDSL
  • Docker
  • Wireshark
  • SonarQube
  • Oracle Java Message Service JMS
  • FaceTime
  • Django
  • Border Gateway Protocol BGP
  • Oracle Java
  • Amazon Redshift
  • Object Management Group Object Request Broker
  • Requirements management software
  • Atlassian Bitbucket
  • Multi-core central processing unit CPU
  • Graphics processing unit GPU
  • Computer servers
  • Application servers
  • Directory servers
  • In circuit emulators ICE
  • Logic analyzers
  • Flash disks
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Alternative Job Titles