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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

  • 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.

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

  • Develop new analytical techniques or sensor systems.

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

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

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

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

  • 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.

  • Participate in fieldwork.

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

  • Set up or maintain remote sensing data collection systems.

  • Organize and maintain geospatial data and associated documentation.

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

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

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

  • Integrate other geospatial data sources into projects.

  • Train technicians in the use of remote sensing technology.

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

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

Technologies & Software

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

Alternative Job Titles