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Automation Risk Analysis

Will “LIDAR Technician (Light Detection and Ranging Technician)” be Automated?

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AI Exposure Risk

38%

“LIDAR Technician (Light Detection and Ranging 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%

“LIDAR Technician (Light Detection and Ranging 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

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

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

  • Develop or maintain geospatial information databases.

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

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

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

  • 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.

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

  • Maintain records of survey data.

  • 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.

  • Calibrate data collection equipment.

  • Participate in the planning or development of mapping projects.

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

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

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

  • 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.

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

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

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

Technologies & Software

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