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Automation Risk Analysis

Will “Remotely Piloted Aircraft Systems Operator (RPAS Operator)” be Automated?

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AI Exposure Risk

60%

“Remotely Piloted Aircraft Systems Operator (RPAS 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%

“Remotely Piloted Aircraft Systems Operator (RPAS 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

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

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

  • 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.

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

  • 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.

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

  • Integrate other geospatial data sources into projects.

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

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

  • Compile and format image data to increase its usefulness.

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

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

  • 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.

  • Organize and maintain geospatial data and associated documentation.

  • Develop new analytical techniques or sensor systems.

  • Participate in fieldwork.

  • Recommend new remote sensing hardware or software acquisitions.

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

  • Train technicians in the use of remote sensing technology.

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

  • Set up or maintain remote sensing data collection systems.

Technologies & Software

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

Alternative Job Titles