Automation index
How much of a Gastroenterologist’s job can AI already do?
A colonoscopy report comes earlier. Putting the scope in and not perforating do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Gastroenterologist
22%
AI can already do 22% of this job.
#360 / 643
View rankingGastroenterologist
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 endoscopies, labs and the transit study.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Colonoscopy, gastroscopy and ERCP.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
IBD, hepatitis and reflux plans.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Abdomen clinic, occult blood and the fear of cancer.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
GI emergencies and the bleed that does not stop.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Consent, perforation and signing the procedure.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- do colonoscopies
- gastroscopy
- treat IBD
- ERCP
- GI clinic
- hepatitis plans
- GI bleed
- read endoscopies
Sources for this job· O*NET 29-1216.00· ESCO/ISCO 2212
IS WORK OVER?
Statistician
26%
#206 / 643
View rankingStatistician
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 |
|---|---|---|---|
Model, clean and visualise.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 48% | +9.6 |
Design sample, experiment and biases.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Client, questions and not overfitting.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Reproducibility, code and documentation.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Publication, review and data ethics.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not selling a p-value that does not hold.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Model, clean and visualise
- Design sample, experiment and biases
- Client, questions and not overfitting
- Reproducibility, code and documentation
- Publication, review and data ethics
- Not selling a p-value that does not hold
- estadistico
- statistician
Sources for this job· O*NET 15-2041.00· ESCO/ISCO 2120