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

Internist

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
Cross labs, imaging and a differential.
Estimate

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

18%48%+8.6
Ward round, examination and decisions.
Estimate

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

18%14%+2.5
Explain to family and ceilings of care.
Estimate

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

16%22%+3.5
Discharge reports, consults and boards.
Estimate

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

16%28%+4.5
Medical on-call and difficult patients.
Estimate

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

16%18%+2.9
Team, residents and not fragmenting the patient.
Estimate

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

16%14%+2.2
Total100%24%

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

Skills and activities

  • care for patients
  • diagnose
  • nursing care
  • clinical notes
  • Cross labs, imaging and a differential
  • Ward round, examination and decisions
  • Explain to family and ceilings of care
  • Discharge reports, consults and boards
  • Medical on-call and difficult patients
  • internista

Sources for this job· O*NET 29-1216.00· ESCO/ISCO 2212

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