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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

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

  • 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).

  • Organize and maintain geospatial data and associated documentation.

  • Train technicians in the use of remote sensing technology.

  • Set up or maintain remote sensing data collection systems.

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

  • 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.

  • 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.

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

  • Compile and format image data to increase its usefulness.

  • 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.

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

  • Recommend new remote sensing hardware or software acquisitions.

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

  • Develop new analytical techniques or sensor systems.

  • Participate in fieldwork.

  • Integrate other geospatial data sources into projects.

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

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

Technologies & Software

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

Alternative Job Titles