Automation index
How much of a Allergist’s job can AI already do?
An IgE panel comes earlier. Doing the challenge and not triggering anaphylaxis do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Allergist
23%
AI can already do 23% of this job.
#286 / 633
View rankingAllergist
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 IgE, prick tests and the reaction history.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Skin tests, challenges and immunotherapy.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Avoidance, adrenaline and allergic asthma.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Clinic for children, mites and the one who cannot eat.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Letters for school, canteen and the plane.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Anaphylaxis, on-call and owning the vaccine.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- allergy tests
- prick test
- allergy vaccines
- read IgE
- treat anaphylaxis
- allergy clinic
- supervised challenge
- adrenaline
Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212
IS WORK OVER?
Statistician
26%
#201 / 633
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