Cartographers and Photogrammetrists
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 1 of 14 tasks
Build and update digital databases.
quick to check, an existing check settles it, and a mistake is cheap · 5.6% of the role's time · $55.2M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Does not pass
Compile data required for map preparation, including aerial photographs, survey notes, records, reports, and original maps.
reason given most often: no existing check settles it · 12.7% of the role's time · $124M · waiting on a check
Prepare and alter trace maps, charts, tables, detailed drawings, and three-dimensional optical models of terrain using stereoscopic plotting and computer graphics equipment.
physical work, outside the screen · 10.3% of the role's time · $101M
Delineate aerial photographic detail, such as control points, hydrography, topography, and cultural features, using precision stereoplotting apparatus or drafting instruments.
physical work, outside the screen · 9.5% of the role's time · $93.0M
Revise existing maps and charts, making all necessary corrections and adjustments.
reason given most often: no existing check settles it · 9.1% of the role's time · $89.3M
Collect information about specific features of the Earth, using aerial photography and other digital remote sensing techniques.
physical work, outside the screen · 8.8% of the role's time · $85.9M
Inspect final compositions to ensure completeness and accuracy.
reason given most often: no existing check settles it · 8.4% of the role's time · $81.9M
Identify, scale, and orient geodetic points, elevations, and other planimetric or topographic features, applying standard mathematical formulas.
reason given most often: a failure is too expensive · 7.3% of the role's time · $71.1M · passed by Claude Sonnet · the models disagreed
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.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 6.9% of the role's time · $67.3M
Examine and analyze data from ground surveys, reports, aerial photographs, and satellite images to prepare topographic maps, aerial-photograph mosaics, and related charts.
reason given most often: no existing check settles it · 6.5% of the role's time · $64.0M
Study legal records to establish boundaries of local, national, and international properties.
reason given most often: no existing check settles it, and a failure is too expensive · 6.3% of the role's time · $61.4M
Select aerial photographic and remote sensing techniques and plotting equipment needed to meet required standards of accuracy.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.9% of the role's time · $38.7M
Determine guidelines that specify which source material is acceptable for use.
reason given most often: no existing check settles it · 3.5% of the role's time · $34.4M
Travel over photographed areas to observe, identify, record, and verify all relevant features.
physical work, outside the screen · 1.2% of the role's time · $11.8M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Local Government, excluding Schools and Hospitals (OEWS Designation) | 5310 | $440M | $24.8M | $0 |
| Architectural, Engineering, and Related Services | 2400 | $181M | $10.2M | $0 |
| Management, Scientific, and Technical Consulting Services | 980 | $73.4M | $4.1M | $0 |
| Federal Executive Branch (OEWS Designation) | 560 | $61.5M | $3.5M | $0 |
| Management of Companies and Enterprises | 460 | $44.5M | $2.5M | $0 |
| Natural Gas Distribution | 380 | $40.1M | $2.3M | $0 |
| State Government, excluding Schools and Hospitals (OEWS Designation) | 510 | $39.9M | $2.2M | $0 |
| Electric Power Generation, Transmission and Distribution | 370 | $34.5M | $1.9M | $0 |
| Scientific Research and Development Services | 260 | $21.9M | $1.2M | $0 |
| Oil and Gas Extraction | 70 | $9.5M | $534k | $0 |