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Automation Risk Analysis

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

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AI Exposure Risk

60%

“Unmanned Aircraft 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 Aircraft 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

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

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

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

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

  • Develop new analytical techniques or sensor systems.

  • 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.

  • Integrate other geospatial data sources into projects.

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

  • 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.

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

  • Train technicians in the use of remote sensing technology.

  • 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.

  • 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.

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

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

  • Recommend new remote sensing hardware or software acquisitions.

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

  • Participate in fieldwork.

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

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

Technologies & Software

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

Alternative Job Titles