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%

#205 / 633

Process engineer

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
P&IDs, balances and the operating procedure. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Plant, trials and the real bottleneck. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Capacity, yields and the improvement report. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Start-up, shutdown and the shift that skips the SOP. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Process safety and the HAZOP that hurts. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Not overloading the reactor, and signing the change. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		26%

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