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Automation Risk Analysis

Will “Unmanned Aerial Systems Pilot (UAS Pilot)” be Automated?

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AI Exposure Risk

60%

“Unmanned Aerial Systems Pilot (UAS 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 Systems Pilot (UAS 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

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

  • Compile and format image data to increase its usefulness.

  • Recommend new remote sensing hardware or software acquisitions.

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

  • Participate in fieldwork.

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

  • 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.

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

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

  • Train technicians in the use of remote sensing technology.

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

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

  • Organize and maintain geospatial data and associated documentation.

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

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

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

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

  • Set up or maintain remote sensing data collection systems.

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

  • Integrate other geospatial data sources into projects.

  • Develop new analytical techniques or sensor systems.

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

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

Technologies & Software

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

Alternative Job Titles