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Automation Risk Analysis

Will “Commercial Drone Pilot” be Automated?

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AI Exposure Risk

60%

“Commercial 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%

“Commercial 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

  • Compile and format image data to increase its usefulness.

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

  • Train technicians in the use of remote sensing technology.

  • Integrate other geospatial data sources into projects.

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

  • Participate in fieldwork.

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

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

  • Organize and maintain geospatial data and associated documentation.

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

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

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

  • 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.

  • Set up or maintain remote sensing data collection systems.

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

  • 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.

  • 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.

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

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

  • Recommend new remote sensing hardware or software acquisitions.

  • Develop new analytical techniques or sensor systems.

Technologies & Software

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

Alternative Job Titles