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Automation Risk Analysis

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

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AI Exposure Risk

38%

“Remotely Piloted Aircraft Systems Controller (RPAS Controller)” 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 Controller (RPAS Controller)” 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

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

  • 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.

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

  • Calibrate data collection equipment.

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

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

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

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

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

  • Maintain records of survey data.

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

  • Participate in the planning or development of mapping projects.

  • 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.

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

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

  • 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.

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

  • Develop or maintain geospatial information databases.

Technologies & Software

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