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Automation Risk Analysis

Will “Unmanned Aerial Vehicles Pilot (UAV Pilot)” be Automated?

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AI Exposure Risk

60%

“Unmanned Aerial Vehicles Pilot (UAV 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%

“Unmanned Aerial Vehicles Pilot (UAV 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).

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

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

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

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

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

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

  • Compile and format image data to increase its usefulness.

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

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

  • Participate in fieldwork.

  • Develop new analytical techniques or sensor systems.

  • Recommend new remote sensing hardware or software acquisitions.

  • Integrate other geospatial data sources into projects.

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

  • Set up or maintain remote sensing data collection systems.

  • Train technicians in the use of remote sensing technology.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles