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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
ℹ️

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.

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

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

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

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

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

  • 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.

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

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

  • Maintain records of survey data.

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

  • 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.

  • 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.

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

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

  • Develop or maintain geospatial information databases.

  • Participate in the planning or development of mapping projects.

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

Technologies & Software

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