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Automation Risk Analysis

Will “Small Unmanned Aircraft Systems Technician (sUAS Technician)” be Automated?

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AI Exposure Risk

38%

“Small Unmanned Aircraft Systems Technician (sUAS Technician)” 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%

“Small Unmanned Aircraft Systems Technician (sUAS Technician)” 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

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

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

  • Participate in the planning or development of mapping projects.

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

  • Maintain records of survey data.

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

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

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

  • Calibrate data collection equipment.

  • 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.

  • Integrate remotely sensed data with other geospatial data.

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

  • 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.

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

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

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

  • Develop or maintain geospatial information databases.

Technologies & Software

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