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?
Nephrologist
23%
AI can already do 23% of this job.
#307 / 633
View rankingNephrologist
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.
| Task | Share | AI | Points |
|---|---|---|---|
Read labs, clearance and the sediment.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Kidney clinic, blood pressure and adherence.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Dialysis prescription, immunosuppression and anaemia.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Place or watch catheters and the vascular access.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Ward, consult and the patient who crashes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Transplant list and owning the filtration.EstimateNo 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
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
IS WORK OVER?
Pediatrician
21%
#433 / 633
View rankingPediatrician
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.
| Task | Share | AI | Points |
|---|---|---|---|
Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Examine children regularly to assess their growth and development.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Collect, record, and maintain patient information, such as medical history, reports, or examination results.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 12% | +1.3 |
Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 12% | +1.2 |
Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 12% | +1.1 |
Explain procedures and discuss test results or prescribed treatments with patients and parents or guardians.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 12% | +1.1 |
Monitor patients' conditions and progress and reevaluate treatments as necessary.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 12% | +0.8 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 21% | 28% | +5.9 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- manage research data
- operate open source software
- demonstrate disciplinary expertise
- think abstractly
- manage personal professional development
- synthesise information
- develop own practices continuously
Sources for this job· O*NET 29-1221.00· ESCO/ISCO 2211