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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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

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

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

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

  • Train technicians in the use of remote sensing technology.

  • 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.

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

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

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

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

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

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

  • Set up or maintain remote sensing data collection systems.

  • Integrate other geospatial data sources into projects.

  • Develop new analytical techniques or sensor systems.

  • Organize and maintain geospatial data and associated documentation.

  • Participate in fieldwork.

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

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

  • Compile and format image data to increase its usefulness.

Technologies & Software

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

Alternative Job Titles