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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

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

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

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

  • 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.

  • Maintain records of survey data.

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

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

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

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

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

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

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

  • Develop or maintain geospatial information databases.

  • Calibrate data collection equipment.

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

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

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

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

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

  • Participate in the planning or development of mapping projects.

  • Integrate remotely sensed data with other geospatial data.

Technologies & Software

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