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Automation Risk Analysis

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

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AI Exposure Risk

38%

“Remotely Piloted Aircraft Systems Operator (RPAS Operator)” will probably not 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 38% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

42%

“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 42% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Remote Sensing Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply remote sensing technologies to assist scientists in areas such as natural resources, urban planning, or homeland security. May prepare flight plans or sensor configurations for flight trips.

Job Title & Hierarchy Code (SOC) Remote Sensing Technicians #19-4099.03
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Data is based on the reference occupation: “Remote Sensing Technicians”

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Core Skills & Abilities

  • Develop or maintain geospatial information databases.

  • Develop specialized computer software routines to customize and integrate image analysis.

  • Collect verification data on the ground, using equipment such as global positioning receivers, digital cameras, or notebook computers.

  • Maintain records of survey data.

  • Monitor raw data quality during collection, and make equipment corrections as necessary.

  • Collect geospatial data, using technologies such as aerial photography, light and radio wave detection systems, digital satellites, or thermal energy systems.

  • Participate in the planning or development of mapping projects.

  • Merge scanned images or build photo mosaics of large areas, using image processing software.

  • Document methods used and write technical reports containing information collected.

  • Provide remote sensing data for use in addressing environmental issues, such as surface water modeling or dust cloud detection.

  • Correct raw data for errors due to factors such as skew or atmospheric variation.

  • Adjust remotely sensed images for optimum presentation by using software to select image displays, define image set categories, or choose processing routines.

  • Manipulate raw data to enhance interpretation, either on the ground or during remote sensing flights.

  • Evaluate remote sensing project requirements to determine the types of equipment or computer software necessary to meet project requirements, such as specific image types or output resolutions.

  • Verify integrity and accuracy of data contained in remote sensing image analysis systems.

  • Calibrate data collection equipment.

  • Consult with remote sensing scientists, surveyors, cartographers, or engineers to determine project needs.

  • Collect remote sensing data for forest or carbon tracking activities involved in assessing the impact of environmental change.

  • Integrate remotely sensed data with other geospatial data.

  • Collaborate with agricultural workers to apply remote sensing information to efforts to reduce negative environmental impacts of farming practices.

  • Prepare documentation or presentations, including charts, photos, or graphs.

Technologies & Software

  • SAS
  • Kitty Hawk
  • Microsoft Image Composite Editor
  • Microsoft Office software
  • CloudCompare
  • ITT Visual Information Solutions ENVI
  • C
  • Google Analytics
  • Scite AI
  • Microsoft Azure software
  • Amazon Web Services AWS software
  • Oracle Database
  • Hypertext preprocessor PHP
  • Leica Geosystems ERDAS IMAGINE
  • ESRI ArcMap
  • Gemini for Workspace
  • UgCS
  • Mathsoft Mathcad
  • NotebookLM (Google)
  • GeoCue PointVue LE
  • Microsoft Excel
  • VMware
  • Atlassian Confluence
  • Python
  • C++
  • Mistral AI (chat/models)
  • MySQL
  • ServiceNow
  • The MathWorks MATLAB
  • Autodesk AutoCAD
  • Magellan Firmware
  • Aeronautical charts
  • Elicit
  • GitHub
  • Perplexity AI
  • Ansible software
  • Cascading style sheets CSS
  • Oracle Java
  • Geographic information system GIS systems
  • QGIS
  • Calibration software
  • Structured query language SQL
  • AJAX
  • Debugging software
  • Laser imaging detection and ranging LIDAR system
  • JavaScript
  • GeoCue LIDAR and drone mapping software
  • Adobe Photoshop
  • Shell script
  • C#
  • FLIR Thermal Studio Suite
  • Enterprise resource planning ERP software
  • Opticks
  • Microsoft Word
  • Verilog
  • jQuery
  • Salesforce software
  • Definiens Developer
  • ESRI Site Scan for ArcGIS
  • ESRI ArcCatalog
  • Agisoft Metashape
  • SAP software
  • React
  • Microsoft Windows
  • LP360
  • Hypertext markup language HTML
  • Terrasolid TerraScan
  • Bentley MicroStation
  • Amazon Elastic Compute Cloud EC2
  • Litchi
  • ESRI ArcView 3D Analyst
  • BAE Systems SOCET SET
  • Splunk Enterprise
  • Microsoft Windows Server
  • UNIX Shell
  • Microsoft Outlook
  • Common MASINT Exploitation Tool COMET
  • Interface definition language IDL
  • Microsoft PowerShell
  • Consensus
  • Claude (Anthropic)
  • ArduPilot Mission Planner
  • Microsoft PowerPoint
  • UNIX
  • Structure query language SQL
  • Adobe Creative Cloud software
  • ESRI ArcGIS software
  • Microsoft .NET Framework
  • Airdata
  • Microsoft SQL Server
  • Linux
  • Microsoft Project
  • Atlassian JIRA
  • Pix4D Pix4Dmapper
  • Global positioning system GPS software
  • Perl
  • Semantic Scholar AI
  • Corpscon
  • Web browser software
  • OpenDroneMap
  • Microsoft Access
  • Git
  • R
  • Microsoft Visual Studio
  • Applied Imagery Quick Terrain Modeler
  • Radiometers
  • Hyperspectral imaging equipment
  • Global positioning system GPS devices
  • Global positioning system GPS receivers
  • Two way radios
  • Spectrum analyzers
  • Thermal infrared remote sensing equipment
  • Tablet computers
  • Anemometers
  • Desktop computers
  • Fixed wing unmanned aerial vehicles UAV
  • Gamma ray scintillometers
  • Personal computers
  • Power generators
  • Laptop computers
  • Field computers
  • Landing pad
  • Laser imaging detection and ranging LIDAR systems
  • Multi-rotor unmanned aerial vehicles UAV
  • Plotters
  • DroneDeploy
  • Large format printers
  • Multispectral imaging equipment
  • Airfield lighting equipment
  • Synthetic aperture radar SAR
  • Web servers
  • Thermal infrared sensors
  • Geophysical magnetometers
  • Multimeters
  • DJI GS Pro
  • Digital cameras
  • Ground control targets
  • Photo enlargers