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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

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

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

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

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

  • Set up or maintain remote sensing data collection systems.

  • Develop new analytical techniques or sensor systems.

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

  • Participate in fieldwork.

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

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

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

  • Organize and maintain geospatial data and associated documentation.

  • Integrate other geospatial data sources into projects.

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

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

  • Train technicians in the use of remote sensing technology.

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

  • Compile and format image data to increase its usefulness.

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

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

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

Technologies & Software

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

Alternative Job Titles