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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

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

  • Integrate other geospatial data sources into projects.

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

  • 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.

  • Develop new analytical techniques or sensor systems.

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

  • 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.

  • Compile and format image data to increase its usefulness.

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

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

  • 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.

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

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

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

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

  • Participate in fieldwork.

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

Technologies & Software

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

Alternative Job Titles