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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

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

  • Develop new analytical techniques or sensor systems.

  • Integrate other geospatial data sources into projects.

  • Compile and format image data to increase its usefulness.

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

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

  • Train technicians in the use of remote sensing technology.

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

  • Organize and maintain geospatial data and associated documentation.

  • Participate in fieldwork.

  • 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.

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

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

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

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

  • Set up or maintain remote sensing data collection systems.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles