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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

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

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

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

  • 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.

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

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

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

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

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

  • Inspect final compositions to ensure completeness and accuracy.

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

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

  • Build and update digital databases.

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

Technologies & Software

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