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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

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

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

  • 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.

  • Develop or maintain geospatial information databases.

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

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

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

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

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

  • Maintain records of survey data.

  • 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.

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

  • 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.

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

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

  • Participate in the planning or development of mapping projects.

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

  • Integrate remotely sensed data with other geospatial data.

Technologies & Software

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