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Automation Risk Analysis

Will “Geospatial Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #515 of 702. Estimated risk: 88.0%

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AI Exposure Risk

56%

“Geospatial Specialist” 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%

“Geospatial Specialist” 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

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

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

  • Build and update digital databases.

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

  • Inspect final compositions to ensure completeness and accuracy.

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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