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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

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

  • Set up or maintain remote sensing data collection systems.

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

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

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

  • 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.

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

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

  • Integrate other geospatial data sources into projects.

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

  • Train technicians in the use of remote sensing technology.

  • 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.

  • Develop new analytical techniques or sensor systems.

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

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

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

  • Organize and maintain geospatial data and associated documentation.

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

  • 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.

  • Participate in fieldwork.

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

Technologies & Software

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

Alternative Job Titles