Automation index

How much of a Surveyor’s job can AI already do?

A digital set-out and a drawing come earlier. Driving stakes in the wind, and the building lining up, do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

IS WORK OVER?

24%

AI can already do 24% of this job.

#330 / 763

Surveyor

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

Task	Share	AI	Points
Process stations, GNSS and drawings. Estimate No public source provides a precise figure. This is our estimate.	20%	45%	+9
Reports, volumes and deliverables. Estimate No public source provides a precise figure. This is our estimate.	16%	35%	+5.6
Measure in the field, stake and set out. Estimate No public source provides a precise figure. This is our estimate.	20%	12%	+2.4
Coordinate with works and the site authority. Estimate No public source provides a precise figure. This is our estimate.	16%	15%	+2.4
Read the ground when the model lies. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Owning a 3 cm error. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		24%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

IS WORK OVER?

27%

#185 / 763

QA automation engineer

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

Task	Share	AI	Points
Test, the selector and the flake. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Pipeline, the green and the one that lies. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Bug, the repro and not closing it blind. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Data, the environment and not sharing prod. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The developer, the rush and not skipping the one that fails. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Catch the bug, and not painting a lying green. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low