Automation index

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

A crop map and a dose come earlier. Walking the farm and not ruining the harvest do not.

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

Task comparison

IS WORK OVER?

22%

AI can already do 22% of this job.

#340 / 633

Agronomist

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
Maps, doses and fertiliser and irrigation plans. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Projects, subsidy files and paperwork. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Field, sampling and pests. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Farmer, co-op and administration. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Water, soils and sustainability. Estimate No public source provides a precise figure. This is our estimate.	18%	16%	+2.9
Not prescribing a pesticide blind. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		22%

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

IS WORK OVER?

26%

#211 / 633

Last-mile manager

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
Zones, capacity and route cuts. Estimate No public source provides a precise figure. This is our estimate.	16%	44%	+7
KPIs, first attempt and incidents. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
The courier, the lobby and the one who will not open. Estimate No public source provides a precise figure. This is our estimate.	18%	16%	+2.9
Peaks, rain and hiring too many or too few. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The angry customer and not dressing delivered. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Cover the peak, and not leaving the neighbourhood orphaned. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		26%

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