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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

  • Maintain records of survey data.

  • Calibrate data collection equipment.

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

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

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

  • 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.

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

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

  • Develop or maintain geospatial information databases.

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

  • 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.

  • Participate in the planning or development of mapping projects.

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

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

  • 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.

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

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

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

Technologies & Software

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