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Automation Risk Analysis

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

Historical Context: Oxford Study (2013)

Ranked #515 of 702. Estimated risk: 88.0%

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AI Exposure Risk

56%

“LIDAR Technician (Light Detection and Ranging Technician)” will maybe 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

38%

“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 38% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Cartographers and Photogrammetrists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, study, and prepare maps and other spatial data in digital or graphic form for one or more purposes, such as legal, social, political, educational, and design purposes. May work with Geographic Information Systems (GIS). May design and evaluate algorithms, data structures, and user interfaces for GIS and mapping systems. May collect, analyze, and interpret geographic information provided by geodetic surveys, aerial photographs, and satellite data.

Avg. Annual Salary $82,860
Avg. Hourly Wage $39.84
Available Jobs (US) 12,790
Job Title & Hierarchy Code (SOC) Cartographers and Photogrammetrists #17-1021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Cartographers and Photogrammetrists”

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Core Skills & Abilities

  • Revise existing maps and charts, making all necessary corrections and adjustments.

  • Select aerial photographic and remote sensing techniques and plotting equipment needed to meet required standards of accuracy.

  • Travel over photographed areas to observe, identify, record, and verify all relevant features.

  • Determine map content and layout, as well as production specifications such as scale, size, projection, and colors, and direct production to ensure that specifications are followed.

  • Collect information about specific features of the Earth, using aerial photography and other digital remote sensing techniques.

  • Identify, scale, and orient geodetic points, elevations, and other planimetric or topographic features, applying standard mathematical formulas.

  • Study legal records to establish boundaries of local, national, and international properties.

  • Examine and analyze data from ground surveys, reports, aerial photographs, and satellite images to prepare topographic maps, aerial-photograph mosaics, and related charts.

  • Build and update digital databases.

  • Delineate aerial photographic detail, such as control points, hydrography, topography, and cultural features, using precision stereoplotting apparatus or drafting instruments.

  • Inspect final compositions to ensure completeness and accuracy.

  • Prepare and alter trace maps, charts, tables, detailed drawings, and three-dimensional optical models of terrain using stereoscopic plotting and computer graphics equipment.

  • Compile data required for map preparation, including aerial photographs, survey notes, records, reports, and original maps.

  • Determine guidelines that specify which source material is acceptable for use.

Technologies & Software

  • Arbor Image Draftsman
  • Aerotriangulation adjustment software
  • ESRI ArcView
  • Steroplotter software
  • SAP Adaptive Server Enterprise
  • Adobe Creative Cloud software
  • Digital databases
  • QuarkXPress
  • Claude (Anthropic)
  • Adobe Illustrator
  • C
  • Mistral (Mistral AI)
  • ChatGPT (OpenAI)
  • IBM iSeries Access
  • Gemini Code Assist
  • Image processing software
  • Bentley Systems InRoads Suite
  • Geographic information system GIS software
  • ANSYS AI Simulation
  • Microsoft Word
  • Gemini (Google)
  • Word processing software
  • Adobe InDesign
  • Perplexity AI
  • Grok (xAI)
  • Corporate Montage CADScript
  • Hexagon Intergraph
  • Mapthematics GeoCart
  • Structured query language SQL
  • Microsoft Access
  • Computer aided design CAD software
  • Standardized general markup language SGML
  • AutoCAD AI
  • Autodesk AI
  • Extensible markup language XML
  • Terrasolid TerraScan
  • Geomechanical design analysis GDA software
  • RSI ENVI
  • Spreadsheet software
  • Microsoft Outlook
  • Boeing Kork Digital Mapping
  • RockWare ArcMap
  • Python
  • Kimi (Moonshot AI)
  • Cosmo Software Cosmo World
  • Microsoft Excel
  • JavaScript Object Notation JSON
  • Autodesk World
  • Corel CorelDraw Graphics Suite
  • Microsoft PowerPoint
  • Autodesk AutoCAD
  • Desktop publishing software
  • Microsoft Windows
  • Microsoft Office software
  • Boeing SoftPlotter
  • Microsoft Internet Explorer
  • SAP software
  • DeepSeek
  • Quark Immedia
  • Email software
  • Leica AEROPLAN LiDAR
  • Rand McNally World Digital Database
  • Aldus FreeHand
  • Master Seafloor Digital Database
  • Software development tools
  • MultiGen Paradigm Vega Prime
  • MapInfo
  • Precision analytical aerotriangulation pugging software
  • Microsoft Visual Basic
  • Nova (Amazon)
  • Textron Systems Geospatial Solutions RemoteView
  • ESRI software
  • Llama (Meta)
  • Adobe Acrobat
  • Bentley MicroStation
  • Mapping software
  • Adobe Dreamweaver
  • Intergraph ImageStation Stereo Softcopy Kit SSK
  • Microsoft SharePoint
  • Oracle Database
  • GitHub Copilot
  • Image analysis software
  • ERDAS ER Mapper
  • Geographic information system GIS systems
  • ESRI ArcInfo
  • Adobe Photoshop
  • World Vector Shoreline
  • ESRI ArcGIS software
  • Digital mapping software
  • Qwen (Alibaba)
  • Photogrammetric scanners
  • Laser printers
  • Compasses
  • Film processors and editors
  • Dividers
  • Scales
  • Photo enlargers
  • Drafting machines
  • Triangles
  • Windows servers
  • Geodetic ground global positioning system GPS receivers
  • Mapping grade global positioning system GPS receivers
  • Remote sensing equipment
  • Video thermal imagers
  • Color digital camera systems
  • Type lettering sets
  • Templates
  • Panoramic digital line cameras
  • Analytical stereoplotters
  • Digital image printers
  • Protractors
  • T-squares
  • Automatic levels
  • Drafting instruments
  • Notebook computers
  • Aerial imagery mapping-grade global positioning systems GPS
  • Planimeters
  • Scanners
  • Color inkjet plotters
  • Lamination systems
  • Large-format plotters
  • Digitizers
  • Large-format aerial digital cameras
  • Personal computers
  • French curves
  • Global positioning system GPS receivers
  • Computer servers
  • Laser imaging detection and ranging LIDAR systems
  • Digital camcorders
  • Total stations