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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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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