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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

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

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

  • Train technicians in the use of remote sensing technology.

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

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

  • Set up or maintain remote sensing data collection systems.

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

  • Develop new analytical techniques or sensor systems.

  • Participate in fieldwork.

  • Recommend new remote sensing hardware or software acquisitions.

  • Organize and maintain geospatial data and associated documentation.

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

  • Integrate other geospatial data sources into projects.

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

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

  • Compile and format image data to increase its usefulness.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles