Automation index

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

A tumour board and a protocol come earlier. Saying a prognosis and holding the treatment do not.

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

Task comparison

IS WORK OVER?

22%

AI can already do 22% of this job.

#442 / 763

Oncologist

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 pathology, imaging and regimen protocols. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Clinic, bad news and ceiling-of-care decisions. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Prescribe, watch toxicity and adjust cycles. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Reports, consents and tumour board. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Coordinate surgery, radio and palliative care. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
On-call, team and not abandoning the patient. Estimate No public source provides a precise figure. This is our estimate.	16%	16%	+2.6
Total	100%		22%

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

IS WORK OVER?

27%

#187 / 763

Requirements 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
Workshop, the actor and the requirement. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Conflict, the loudest and not swallowing it. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Criterion, the test and not leaving it vague. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Change, the impact and not hiding it. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The project lead, the deadline and not cutting the one that matters. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it is needed, and not the loudest one's. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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