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Automation Risk Analysis

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

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AI Exposure Risk

60%

“Unmanned Aerial Vehicles Operator (UAV Operator)” 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 Operator (UAV Operator)” 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

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

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

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

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

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

  • Compile and format image data to increase its usefulness.

  • Participate in fieldwork.

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

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

  • Develop new analytical techniques or sensor systems.

  • Organize and maintain geospatial data and associated documentation.

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

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

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

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

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

  • Recommend new remote sensing hardware or software acquisitions.

  • Integrate other geospatial data sources into projects.

  • Train technicians in the use of remote sensing technology.

  • 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).

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

  • Set up or maintain remote sensing data collection systems.

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

Technologies & Software

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

Alternative Job Titles