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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

  • 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.

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

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

  • Organize and maintain geospatial data and associated documentation.

  • Participate in fieldwork.

  • Train technicians in the use of remote sensing technology.

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

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

  • Compile and format image data to increase its usefulness.

  • Set up or maintain remote sensing data collection systems.

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

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

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

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

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

  • Integrate other geospatial data sources into projects.

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

  • Develop new analytical techniques or sensor systems.

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

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

Technologies & Software

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

Alternative Job Titles