Automation index

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

A wave comes earlier. Filling the shelf without blocking the aisle 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.

#435 / 633

Shelf replenisher

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
Wave, location and the cage. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Shelf, date and the one at the back. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Aisle, the customer and not blocking. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Out of stock, calling it and the gap. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The peak, overtime and not mixing batches. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Shelf full, and aisle clear. 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?

31%

#31 / 633

Cartographer

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
Sources, OSM, satellite and generalisation. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Symbology, type and visual hierarchy. Estimate No public source provides a precise figure. This is our estimate.	16%	48%	+7.7
Projections, scales and getting the heights right. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Review with the client, the field and the lie in the data. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Print maps, web maps and updates. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Credit, metadata and owning the map. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		31%

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