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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

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

  • 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.

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

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

  • Integrate other geospatial data sources into projects.

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

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

  • Participate in fieldwork.

  • Train technicians in the use of remote sensing technology.

  • Set up or maintain remote sensing data collection systems.

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

  • Compile and format image data to increase its usefulness.

  • Recommend new remote sensing hardware or software acquisitions.

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

  • Develop new analytical techniques or sensor systems.

  • Organize and maintain geospatial data and associated documentation.

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles