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

Game developer

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
Prototype, the loop and the input.
Estimate

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

18%48%+8.6
Physics, the bug and the one that teleports.
Estimate

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

16%40%+6.4
Build, the platform and the one that will not ship.
Estimate

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

16%22%+3.5
Frame, 30 and not leaving it at 8.
Estimate

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

16%28%+4.5
The designer, the fun and not cutting what it feels.
Estimate

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

18%14%+2.5
That it plays, and not leaving the frame at 8.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • game prototypes
  • game loop
  • input
  • builds
  • frames
  • physics bugs
  • platforms
  • write game code

Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2514

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