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Automation Risk Analysis

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

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AI Exposure Risk

60%

“Unmanned Aircraft 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 Aircraft 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.

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

  • 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.

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

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

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

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

  • Participate in fieldwork.

  • Compile and format image data to increase its usefulness.

  • Train technicians in the use of remote sensing technology.

  • Set up or maintain remote sensing data collection systems.

  • Integrate other geospatial data sources into projects.

  • 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.

  • Organize and maintain geospatial data and associated documentation.

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

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

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

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

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

  • Develop new analytical techniques or sensor systems.

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

Technologies & Software

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

Alternative Job Titles