🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

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

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

38%

“LIDAR Analyst (Light Detection and Ranging Analyst)” 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 Analyst (Light Detection and Ranging Analyst)” 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”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

  • 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.

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

  • Integrate remotely sensed data with other geospatial data.

  • 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.

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

  • Calibrate data collection equipment.

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

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

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

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

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

  • Develop or maintain geospatial information databases.

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

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

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

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

  • Maintain records of survey data.

  • Participate in the planning or development of mapping projects.

  • 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.

Technologies & Software

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