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Automation Risk Analysis

Will “Drone Pilot” be Automated?

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AI Exposure Risk

60%

“Drone Pilot” 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 Pilot” 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

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

  • Participate in fieldwork.

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

  • 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.

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

  • Compile and format image data to increase its usefulness.

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

  • 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.

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

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

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

  • Train technicians in the use of remote sensing technology.

  • Recommend new remote sensing hardware or software acquisitions.

  • Develop new analytical techniques or sensor systems.

  • 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.

  • Integrate other geospatial data sources into projects.

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

  • Organize and maintain geospatial data and associated documentation.

  • 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.

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

Technologies & Software

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

Alternative Job Titles