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Automation Risk Analysis

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

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AI Exposure Risk

60%

“Small Unmanned Aircraft Systems Pilot (sUAS 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%

“Small Unmanned Aircraft Systems Pilot (sUAS 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

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

  • Train technicians in the use of remote sensing technology.

  • Develop new analytical techniques or sensor systems.

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

  • Integrate other geospatial data sources into projects.

  • Organize and maintain geospatial data and associated documentation.

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

  • 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.

  • Set up or maintain remote sensing data collection systems.

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

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

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

  • 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).

  • Compile and format image data to increase its usefulness.

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

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

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

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

  • Participate in fieldwork.

Technologies & Software

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

Alternative Job Titles