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

IS WORK OVER?

23%

AI can already do 23% of this job.

#336 / 753

Haematologist

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.

Task	Share	AI	Points
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
Total	100%		23%

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

IS WORK OVER?

22%

#398 / 753

District heating engineer

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.

Task	Share	AI	Points
Balance, flows and the loss. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Chamber, the leak and the one that weeps. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Substation, the valve and the one that will not open. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Winter, the last block and not leaving it cold. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The council, the tariff and not hiding the loss. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That the heat arrives, and not hiding the loss. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		22%

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