Cartographers and Photogrammetrists.

This job has 14 core tasks. We went through 13 of them, one at a time.

Task by task, from the work Cartographers and Photogrammetrists actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

1. TASK 01

   Build and update digital databases.

   AI DOES

   Auto-fills records, flags duplicates, and suggests data updates from satellite or sensor feeds

   YOU DO

   Judge which data sources are trustworthy and how real-world changes should be recorded

2. TASK 02

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

   AI DOES

   Scans aerial photos and satellite images, stitches mosaics, flags elevation changes, and drafts base map layers

   YOU DO

   Verify ground truth, resolve conflicting data sources, and apply local geographic knowledge AI can't see

3. TASK 03

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

   AI DOES

   Searches databases, sorts files, and organizes incoming data sources automatically

   YOU DO

   Verify source quality and decide which data truly fits the project

4. TASK 04

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

   AI DOES

   Generates map drafts, suggests symbology, automates repetitive drawing edits, and processes terrain data into visual layers

   YOU DO

   Verify spatial accuracy, operate specialized stereo equipment, and decide what geographic details to highlight

5. TASK 05

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

   AI DOES

   Searches and summarizes legal records, flags relevant boundary descriptions, and extracts key data points

   YOU DO

   Apply professional judgment to resolve conflicts between records and make final boundary decisions

6. TASK 06

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

   AI DOES

   Runs geodetic formulas, detects and labels map features, and checks scale consistency across datasets

   YOU DO

   Verify real-world accuracy and resolve conflicts that software flags but cannot decide

7. TASK 07

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

   AI DOES

   Scans and classifies features in aerial and satellite images at scale

   YOU DO

   Decide what matters, catch errors, and apply local knowledge to ambiguous data

8. TASK 08

   Inspect final compositions to ensure completeness and accuracy.

   AI DOES

   Scans map layers for missing elements, inconsistent symbols, and data errors

   YOU DO

   Apply expert judgment on visual clarity, context, and real-world accuracy

9. TASK 09

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

   AI DOES

   Detects changed features, highlights likely errors, and drafts updated labels or boundaries

   YOU DO

   Verify data sources, apply cartographic judgment, and approve every final change

10. TASK 10

    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.

    AI DOES

    Suggests map projections, color schemes, scale options, and flags common layout problems

    YOU DO

    Decide what the map must communicate and make final calls on design trade-offs

11. TASK 11

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

    AI DOES

    Recommends sensor types, resolution settings, and equipment options based on accuracy requirements

    YOU DO

    Apply field experience and professional judgment to finalize the right tools for real project conditions

12. TASK 12

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

    AI DOES

    Flags and pre-labels features like roads, water, and elevation points in aerial imagery

    YOU DO

    Verify, correct, and precisely trace complex terrain details using specialized equipment

13. TASK 13SOURCE-BACKED TASK

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

    AI DOES

    Scans sources and flags potential issues

    YOU DO

    Set standards and make final calls

    About this analysis +

    50% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium