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Automation Risk Analysis

Will “Cadastral Mapper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #515 of 702. Estimated risk: 88.0%

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AI Exposure Risk

56%

“Cadastral Mapper” 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%

“Cadastral Mapper” 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

  • Build and update digital databases.

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

  • 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.

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

  • 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.

  • 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.

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

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

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

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

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

  • Inspect final compositions to ensure completeness and accuracy.

Technologies & Software

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