IS WORK OVER?

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

Nephrologist

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 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
Total100%23%

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

Skills and activities

  • treat kidneys
  • prescribe dialysis
  • read clearance
  • nephrology clinic
  • vascular access
  • immunosuppression
  • renal hypertension
  • transplant list

Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212

Art teacher

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
Project, the sheet and the kit.
Estimate

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

16%40%+6.4
Classroom, the one who will not dare and the one who bins it.
Estimate

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

18%14%+2.5
Technique, the mistake and not doing it for them.
Estimate

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

16%28%+4.5
Show, the corridor and not hanging only the pretty.
Estimate

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

16%22%+3.5
Staff, 'it's a soft subject', and not dropping the bar.
Estimate

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

18%18%+3.2
That they get dirty, and not copying the model.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • art sheets
  • art projects
  • technique
  • school shows
  • classroom kit
  • not do it for them
  • the bar
  • getting dirty

Sources for this job· O*NET 25-2031.00· ESCO/ISCO 2330

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