Automation index

How much of a Mixer-truck driver’s job can AI already do?

A route and a slump come earlier. Arriving fresh and pouring without blocking the pump do not.

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

Task comparison

IS WORK OVER?

21%

AI can already do 21% of this job.

#412 / 633

Mixer-truck driver

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
Order, mix and mixing time. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Drive, site and the tight access. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Pour, pump and the one who wants more water. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Wash, leftovers and not leaving a hard drum. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The jam, the delay and the concrete that sets. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Arrive fresh, and not adding extra water. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		21%

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

IS WORK OVER?

28%

#79 / 633

Logistics analyst

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
Costs, OTIF and the dashboard. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Simulate network, warehouses and the what-if. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Ops, dirty data and going down to the dock. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Report, the board and the cut that hurts. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The haulier, the contract and not breaking the service. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
A real saving, and not dressing OTIF. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		28%

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