IS WORK OVER?

Automation index

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

A mill diagram comes earlier. Regular flour without scorching the grain do not.

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

Task comparison

Miller

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
Wheat, moisture and the diagram.
Estimate

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

16%40%+6.4
Mill, sift and the one that heats.
Estimate

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

18%14%+2.5
Quality, ash and the baker who complains.
Estimate

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

16%28%+4.5
Cleaning, pests and the silo.
Estimate

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

16%22%+3.5
The harvest, the batch and not mixing the wet.
Estimate

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

18%18%+3.2
Regular flour, and not scorching the grain.
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

  • mill wheat
  • sift
  • grain moisture
  • ash
  • silos
  • mill pests
  • mill diagrams
  • flour batches

Sources for this job· O*NET 51-9021.00· ESCO/ISCO 8160

Teaching assistant

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
Prepare materials and adaptations.
Estimate

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

16%32%+5.1
Support in class, playground and dining hall.
Estimate

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

22%10%+2.2
Accompany SEN and small mediation.
Estimate

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

16%22%+3.5
Notes to the teacher and incident log.
Estimate

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

16%28%+4.5
Stock, copies and classroom order.
Estimate

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

16%16%+2.6
Not labelling and not leaving a child alone.
Estimate

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

14%14%+2
Total100%20%

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

Skills and activities

  • design interfaces
  • prototypes
  • figma
  • Prepare materials and adaptations
  • Accompany SEN and small mediation
  • Notes to the teacher and incident log
  • Stock, copies and classroom order
  • auxiliar docente
  • teaching assistant

Sources for this job· O*NET 25-9042.00· ESCO/ISCO 5312

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