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Automation Risk Analysis

Will “Data Mapper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #515 of 702. Estimated risk: 88.0%

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AI Exposure Risk

56%

“Data 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%

“Data 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

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

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

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

  • 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.

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

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

  • 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.

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

  • Inspect final compositions to ensure completeness and accuracy.

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

Technologies & Software

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