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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

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

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

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

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

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

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

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

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

  • Participate in fieldwork.

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

  • Set up or maintain remote sensing data collection systems.

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

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

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

  • Train technicians in the use of remote sensing technology.

  • Develop new analytical techniques or sensor systems.

  • Organize and maintain geospatial data and associated documentation.

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

  • Recommend new remote sensing hardware or software acquisitions.

  • Compile and format image data to increase its usefulness.

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

  • Integrate other geospatial data sources into projects.

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

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

Technologies & Software

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

Alternative Job Titles