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Automation Risk Analysis

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

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AI Exposure Risk

38%

“Remotely Piloted Aircraft Systems Pilot (RPAS Pilot)” 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 Pilot (RPAS Pilot)” 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
ℹ️

Data is based on the reference occupation: “Remote Sensing Technicians”

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Core Skills & Abilities

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

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

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

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

  • Integrate remotely sensed data with other geospatial data.

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

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

  • 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.

  • Participate in the planning or development of mapping projects.

  • Maintain records of survey data.

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

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

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

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

  • Develop or maintain geospatial information databases.

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

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

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

  • Calibrate data collection equipment.

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

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

Technologies & Software

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