Automation index

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

A pile plan comes earlier. Driving to level without cracking the neighbour do not.

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

Task comparison

IS WORK OVER?

19%

AI can already do 19% of this job.

#521 / 633

Piling operator

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
Set-out, level and each pile’s log. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Drive, bore and refusal. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Cage, pour and the tube that rides up. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Vibration, the neighbour and stopping in time. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Plant, access and the one that will not fit. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
To level, and not cracking party walls. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		19%

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

IS WORK OVER?

30%

#44 / 633

Pathologist

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
Grossing, embedding and the first trim. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Read stains, IHC and a template report. Estimate No public source provides a precise figure. This is our estimate.	16%	52%	+8.3
The hard case, the second look and the frozen section. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Board, the surgeon on the phone and the margin. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Cytology, autopsy and the specimen that arrives late. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Signing the diagnosis and what the patient is playing for. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		30%

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