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Automation Risk Analysis

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

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AI Exposure Risk

60%

“Small Unmanned Aircraft Systems Operator (sUAS Operator)” 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 Operator (sUAS Operator)” 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.

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

  • Train technicians in the use of remote sensing technology.

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

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

  • Set up or maintain remote sensing data collection systems.

  • Develop new analytical techniques or sensor systems.

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

  • Participate in fieldwork.

  • 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).

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

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

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

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

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

  • Organize and maintain geospatial data and associated documentation.

  • Compile and format image data to increase its usefulness.

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

  • Integrate other geospatial data sources into projects.

Technologies & Software

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

Alternative Job Titles