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Automation Risk Analysis

Will “Commercial Drone Operator” be Automated?

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AI Exposure Risk

60%

“Commercial Drone Operator” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

36%

“Commercial Drone Operator” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 36% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Remote Sensing Scientists and Technologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply remote sensing principles and methods to analyze data and solve problems in areas such as natural resource management, urban planning, or homeland security. May develop new sensor systems, analytical techniques, or new applications for existing systems.

Job Title & Hierarchy Code (SOC) Remote Sensing Scientists and Technologists #19-2099.01
ℹ️

Data is based on the reference occupation: “Remote Sensing Scientists and Technologists”

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Core Skills & Abilities

  • Process aerial or satellite imagery to create products such as land cover maps.

  • Organize and maintain geospatial data and associated documentation.

  • Conduct research into the application or enhancement of remote sensing technology.

  • Monitor quality of remote sensing data collection operations to determine if procedural or equipment changes are necessary.

  • Develop new analytical techniques or sensor systems.

  • Direct all activity associated with implementation, operation, or enhancement of remote sensing hardware or software.

  • Set up or maintain remote sensing data collection systems.

  • Prepare or deliver reports or presentations of geospatial project information.

  • Use remote sensing data for forest or carbon tracking activities to assess the impact of environmental change.

  • Develop automated routines to correct for the presence of image distorting artifacts, such as ground vegetation.

  • Recommend new remote sensing hardware or software acquisitions.

  • Integrate other geospatial data sources into projects.

  • Discuss project goals, equipment requirements, or methodologies with colleagues or team members.

  • Attend meetings or seminars or read current literature to maintain knowledge of developments in the field of remote sensing.

  • Collect supporting data, such as climatic or field survey data, to corroborate remote sensing data analyses.

  • Analyze data acquired from aircraft, satellites, or ground-based platforms, using statistical analysis software, image analysis software, or Geographic Information Systems (GIS).

  • Direct installation or testing of new remote sensing hardware or software.

  • Participate in fieldwork.

  • Design or implement strategies for collection, analysis, or display of geographic data.

  • Compile and format image data to increase its usefulness.

  • Develop or build databases for remote sensing or related geospatial project information.

  • Apply remote sensing data or techniques, such as surface water modeling or dust cloud detection, to address environmental issues.

  • Train technicians in the use of remote sensing technology.

  • Manage or analyze data obtained from remote sensing systems to obtain meaningful results.

Technologies & Software

  • Learning management system LMS
  • JavaScript
  • Litchi
  • Grok (xAI)
  • Consensus
  • Gemini for Workspace
  • OpenDroneMap
  • Mistral AI (chat/models)
  • YouTube
  • Atlassian JIRA
  • Python
  • Apache Hive
  • JavaScript Object Notation JSON
  • Claude (Anthropic)
  • Scite AI
  • Microsoft SQL Server
  • Calibration software
  • FLIR Thermal Studio Suite
  • Oracle Java
  • Geographic information system GIS systems
  • ESRI ArcGIS software
  • Microsoft PowerPoint
  • Nova (Amazon)
  • Amazon Redshift
  • R
  • Microsoft Outlook
  • Gemini (Google)
  • Aeronautical charts
  • Objective C
  • Microsoft Excel
  • Linux
  • Kimi (Moonshot AI)
  • Microsoft Project
  • Kitty Hawk
  • Global positioning system GPS software
  • BAE Systems SOCET GXP
  • Leica Geosystems ERDAS IMAGINE
  • Apache Hadoop
  • Microsoft Visual Studio
  • Interface definition language IDL
  • Oracle Database
  • Healthcare common procedure coding system HCPCS
  • Perl
  • LP360
  • Agisoft Metashape
  • Amazon Web Services AWS CloudFormation
  • Epic Systems
  • The MathWorks MATLAB
  • Microsoft Office software
  • Web browser software
  • Amazon Web Services AWS software
  • UNIX
  • Microsoft Word
  • Docker
  • Ruby on Rails
  • Git
  • Bash
  • MySQL
  • Extensible markup language XML
  • Microsoft Image Composite Editor
  • Amazon Elastic Compute Cloud EC2
  • Adobe Creative Cloud software
  • ArduPilot Mission Planner
  • Amazon DynamoDB
  • Scala
  • Gamma remote sensing software
  • Qwen (Alibaba)
  • RSI ENVI
  • Elicit
  • Semantic Scholar AI
  • NotebookLM (Google)
  • ChatGPT (OpenAI)
  • Tableau
  • C
  • Customer relationship management CRM software
  • ESRI Site Scan for ArcGIS
  • Ansible software
  • UgCS
  • CloudCompare
  • Salesforce software
  • Ruby
  • Amazon Simple Storage Service S3
  • Microsoft Windows
  • PostgreSQL
  • Airdata
  • Microsoft Visio
  • Image processing software
  • Structured query language SQL
  • Mistral (Mistral AI)
  • Swift
  • C#
  • Puppet
  • Selenium
  • Perplexity AI
  • DeepSeek
  • Elasticsearch
  • Node.js
  • Go
  • NoSQL
  • C++
  • Apache Kafka
  • Pix4D Pix4Dmapper
  • Microsoft Azure software
  • Llama (Meta)
  • GitHub
  • Apache HTTP Server
  • PCI Geomatics Geomatica
  • Hypertext preprocessor PHP
  • Airborne imaging systems
  • Hyperspectral imaging equipment
  • Desktop computers
  • Mainframe computers
  • Multi-rotor unmanned aerial vehicles UAV
  • Power generators
  • Spaceborne imaging systems
  • Airfield lighting equipment
  • Anemometers
  • Multispectral imaging equipment
  • Thermal imaging systems
  • Spectral imaging systems
  • Personal computers
  • Landing pad
  • Ground control targets
  • Two way radios
  • DroneLogbook
  • Spectrum analyzers
  • Tablet computers
  • Synthetic aperture radar SAR
  • Doppler Rayleigh laser imaging ranging and detecting LIDAR systems
  • Global positioning system GPS devices
  • DJI GS Pro
  • DroneDeploy
  • Fixed wing unmanned aerial vehicles UAV
  • Multimeters

Alternative Job Titles