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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

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

  • Calibrate data collection equipment.

  • 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.

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

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

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

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

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

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

  • 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.

  • Maintain records of survey data.

  • Develop or maintain geospatial information databases.

  • Integrate remotely sensed data with other geospatial data.

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

  • Participate in the planning or development of mapping projects.

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

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

Technologies & Software

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