IS WORK OVER?

Automation index

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

A blood count and a first outline come earlier. Calling a transplant and talking to the family do not.

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

Task comparison

Haematologist

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 blood counts, smears and marrow studies.
Estimate

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

16%48%+7.7
Clinic, examination and the plan with the patient.
Estimate

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

18%18%+3.2
Order chemo, anticoagulants and transfusion support.
Estimate

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

16%28%+4.5
Procedures: marrow, apheresis and venous access.
Estimate

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

18%12%+2.2
Tumour board, consults and the ward day.
Estimate

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

16%22%+3.5
On-call, haematology emergency and signing the treatment.
Estimate

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

16%14%+2.2
Total100%23%

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

Skills and activities

  • read blood counts
  • order transfusions
  • treat anaemias
  • diagnose leukaemias
  • apheresis
  • haematology clinic
  • marrow studies
  • anticoagulation

Sources for this job· O*NET 29-1229.03· 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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