IS WORK OVER?

Automation index

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

A controller comes earlier. Watering the block without drowning the field do not.

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

Task comparison

Irrigation technician

Where the time goes

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.

TaskShareAIPoints
Flow, controller and the sector.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
Dripper, valve and the leak you cannot see.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
Filters, fertigation and the blockage.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Field, pressure and the one that does not reach the end.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
The drought, the water turn and not fighting the flow.
Estimate

No public source provides a precise figure. This is our estimate.

18%18%+3.2
The block watered, and not drowning it.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%22%

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

Skills and activities

  • irrigation controllers
  • drippers
  • sectors
  • fertigation
  • valves
  • filters
  • field pressure
  • water turns

Sources for this job· O*NET 45-2091.00· ESCO/ISCO 6114

Statistician

Where the time goes

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.

TaskShareAIPoints
Model, clean and visualise.
Estimate

No public source provides a precise figure. This is our estimate.

20%48%+9.6
Design sample, experiment and biases.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Client, questions and not overfitting.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Reproducibility, code and documentation.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Publication, review and data ethics.
Estimate

No public source provides a precise figure. This is our estimate.

16%16%+2.6
Not selling a p-value that does not hold.
Estimate

No public source provides a precise figure. This is our estimate.

16%14%+2.2
Total100%26%

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

Skills and activities

  • Model, clean and visualise
  • Design sample, experiment and biases
  • Client, questions and not overfitting
  • Reproducibility, code and documentation
  • Publication, review and data ethics
  • Not selling a p-value that does not hold
  • estadistico
  • statistician

Sources for this job· O*NET 15-2041.00· ESCO/ISCO 2120

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