Automation index

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

A delivery note and a route come earlier. Lifting a pallet and not dropping it do not.

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

Task comparison

IS WORK OVER?

17%

AI can already do 17% of this job.

#597 / 643

Forklift 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
Notes, locations and picking routes. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Drive, lift and stack. Estimate No public source provides a precise figure. This is our estimate.	24%	8%	+1.9
Loads, centres of gravity and aisles. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Shift, radio and dock. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Logs, incidents and counts. Estimate No public source provides a precise figure. This is our estimate.	14%	22%	+3.1
Not hitting anyone or a pallet. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		17%

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

IS WORK OVER?

29%

#59 / 643

Geographer

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
GIS, layers, clips and working maps. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Impact reports, demography and land use. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Fieldwork, interviews and checking what the map says. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Planning, objections and work with the council. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Explain, map for non-experts and teaching. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The territorial opinion and owning the report. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		28%

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