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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

  • Train technicians in the use of remote sensing technology.

  • 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.

  • Develop new analytical techniques or sensor systems.

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

  • Integrate other geospatial data sources into projects.

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

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

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

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

  • Compile and format image data to increase its usefulness.

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

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

  • 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.

  • Participate in fieldwork.

  • 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.

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

Technologies & Software

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

Alternative Job Titles