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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

  • Participate in fieldwork.

  • 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.

  • Organize and maintain geospatial data and associated documentation.

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

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

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

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

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

  • Set up or maintain remote sensing data collection systems.

  • Develop new analytical techniques or sensor systems.

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

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

  • Compile and format image data to increase its usefulness.

  • Recommend new remote sensing hardware or software acquisitions.

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

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

  • Integrate other geospatial data sources into projects.

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

  • Train technicians in the use of remote sensing technology.

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

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

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

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

Technologies & Software

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

Alternative Job Titles