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Automation Risk Analysis

Will “Unmanned Aerial Systems Operator (UAS Operator)” be Automated?

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AI Exposure Risk

60%

“Unmanned Aerial Systems Operator (UAS 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%

“Unmanned Aerial Systems Operator (UAS 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

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

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

  • Participate in fieldwork.

  • 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.

  • 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.

  • Compile and format image data to increase its usefulness.

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

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

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

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

  • Train technicians in the use of remote sensing technology.

  • Analyze data acquired from aircraft, satellites, or ground-based platforms, using statistical analysis software, image analysis software, or Geographic Information Systems (GIS).

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

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

  • Integrate other geospatial data sources into projects.

  • Recommend new remote sensing hardware or software acquisitions.

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

  • Organize and maintain geospatial data and associated documentation.

  • Develop new analytical techniques or sensor systems.

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

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

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

Technologies & Software

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

Alternative Job Titles