IS WORK OVER?

Automation index

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

An MRI report and a first differential come earlier. Examining, needling and saying ALS do not.

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

Task comparison

Neurologist

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
Read MRIs, EEGs and a first differential.
Estimate

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

18%48%+8.6
Examination, cranial nerves and gait.
Estimate

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

18%14%+2.5
Long clinic, family and bad news.
Estimate

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

16%18%+2.9
Reports, prescriptions and consults.
Estimate

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

16%28%+4.5
On-call, stroke and ward rounds.
Estimate

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

16%22%+3.5
Meeting, team and owning the diagnosis.
Estimate

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

16%12%+1.9
Total100%24%

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

Skills and activities

  • Read MRIs, EEGs and a first differential
  • Examination, cranial nerves and gait
  • Long clinic, family and bad news
  • Reports, prescriptions and consults
  • On-call, stroke and ward rounds
  • Meeting, team and owning the diagnosis
  • neurologo
  • neurologist

Sources for this job· O*NET 29-1217.00· ESCO/ISCO 2212

Baker

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
Orders, recipes and flour stock.
Estimate

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

16%30%+4.8
Mix, ferment and shape.
Estimate

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

22%10%+2.2
Bake, cool and present.
Estimate

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

20%12%+2.4
Counter shift and dawn till.
Estimate

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

14%18%+2.5
Cleaning, hygiene and oven care.
Estimate

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

14%15%+2.1
Adjust the recipe to weather and today’s flour.
Estimate

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

14%16%+2.2
Total100%16%

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

Skills and activities

  • cook
  • mise en place
  • dishes
  • bake
  • Orders, recipes and flour stock
  • Mix, ferment and shape
  • Bake, cool and present
  • Counter shift and dawn till
  • Cleaning, hygiene and oven care
  • panader

Sources for this job· O*NET 51-3011.00· ESCO/ISCO 7512

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