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Automation Risk Analysis

Will “Drone Operator” be Automated?

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AI Exposure Risk

60%

“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%

“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

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

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

  • Integrate other geospatial data sources into projects.

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

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

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

  • Participate in fieldwork.

  • 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.

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

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

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

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

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

  • Set up or maintain remote sensing data collection systems.

  • Develop new analytical techniques or sensor systems.

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

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

  • Train technicians in the use of remote sensing technology.

  • Organize and maintain geospatial data and associated documentation.

  • Recommend new remote sensing hardware or software acquisitions.

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

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

  • Compile and format image data to increase its usefulness.

Technologies & Software

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

Alternative Job Titles