Civil Engineers
Which pieces of this job an update has reached, and which nobody has looked at.
AI finishesL2 · Partial automation
0/ 16
tasks at L2 or above. The median occupation is at 0%.
Looked at16 tasks
0/ 16
tasks carry a level at all; the other 16 have no evidence either way.
This occupation's tasks
One square, one task, filled to the lowest level of the kinds of work covering it.
No work with evidence behind it covers any task in this occupation.
The updates read so far are vendor and lab announcements, which rarely speak to this kind of work.
What AI has been shown to do here
Work15
One row per kind of work; open a row to see the updates behind its level.
15 of 15 kinds of work
Market: Surveying investigation and technical inspection
no update in the collected window mentions this work
Market: Roads bridges tunnels and public works
no update in the collected window mentions this work
Market: Mine closure and restoration planning
no update in the collected window mentions this work
Market: Civil structural and infrastructure design
no update in the collected window mentions this work
Market: Surveying investigation and technical inspection
no update in the collected window mentions this work
Market: Roads bridges tunnels and public works
no update in the collected window mentions this work
Market: Surveying investigation and technical inspection
no update in the collected window mentions this work
Market: Water abstraction treatment and supply
no update in the collected window mentions this work
Market: Construction coordination and acceptance
no update in the collected window mentions this work
Market: Site preparation and foundations
no update in the collected window mentions this work
Market: Construction coordination and acceptance
no update in the collected window mentions this work
Market: Civil structural and infrastructure design
no update in the collected window mentions this work
Market: Mine closure and restoration planning
no update in the collected window mentions this work
Market: Water abstraction treatment and supply
no update in the collected window mentions this work
Market: Site preparation and foundations
no update in the collected window mentions this work
Markets this occupation serves
A market is a kind of work a business sells; a job usually serves several.
- Surveying investigation and technical inspection3 kinds of work
- Civil structural and infrastructure design2 kinds of work
- Construction coordination and acceptance2 kinds of work
- Mine closure and restoration planning2 kinds of work
- Roads bridges tunnels and public works2 kinds of work
- Site preparation and foundations2 kinds of work
- Water abstraction treatment and supply2 kinds of work
Non-technical conditions on these kinds of work
A condition that does not lift because a model improved.
No non-technical condition has been recorded against the kinds of work reaching this occupation.
A condition that does not lift because a model improved.
Where this page's numbers come from
- Snapshot
- snapshot-1
- Generated
- 2026-10-09 08:10 UTC
- Ontology
- 1.0.0
- Ontology schema
- 2.4.0
- Method version
- activity-level-1
- Content SHA-256
- 0b46df0246af8a1dc3fd9ce8e6ac9812925ace553984d2b7d45d363d32e27681
- Rows in this snapshot
- 10,482 work-to-task edges · 900 updates · 333 models · 58 topics · 1,888 market-to-occupation edges · 375 source accounts · 1 coverage record · 1 progress record · 11 non-technical conditions · 401 updates that landed on work · 1,102 evidence · 614 work in markets · 506 non-technical condition-to-work edges