Automation index

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

A filtration figure and a dose tweak come earlier. Calling dialysis and the vascular access 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.

#312 / 643

Nephrologist

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 labs, clearance and the sediment. Estimate No public source provides a precise figure. This is our estimate.	16%	48%	+7.7
Kidney clinic, blood pressure and adherence. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Dialysis prescription, immunosuppression and anaemia. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Place or watch catheters and the vascular access. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Ward, consult and the patient who crashes. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Transplant list and owning the filtration. 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?

27%

#172 / 643

Clinical research associate

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
Protocol, CRF and the monitoring visit. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Source, the gap and the one that does not fit. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Adverse event, the deadline and not delaying. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Consent, the signature and the one who did not understand. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The sponsor, the audit and not dressing the figure. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Audit, and not leaving a made-up figure. 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