Automation index
How much of a Pizza maker’s job can AI already do?
A dough recipe comes earlier. Opening, baking and pulling it in time do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Pizza maker
20%
AI can already do 20% of this job.
#463 / 633
View rankingPizza maker
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 |
|---|---|---|---|
Dough, ferment and the day’s point.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Open, top and the oven at a thousand.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Serve, delivery and the one that arrives cold.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
List, costs and the topping that runs out.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Saturday, the queue and not working too far ahead.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Pull it in time, and not leaving it carbonised.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- open dough
- bake pizza
- ferment
- top pizzas
- the oven
- pizza delivery
- dough point
- Saturday queue
Sources for this job· O*NET 35-2011.00· ESCO/ISCO 5120
IS WORK OVER?
Cardiologist
23%
#290 / 633
View rankingCardiologist
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 ECG, echo and tests and write the report.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Clinic, auscultation and deciding the plan.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Procedures: catheter, pacemaker, cardioversion.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Explain risk, consent and follow-up.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
On-call, consults and ward rounds.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Clinical meeting, team and owning the diagnosis.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
- Clinic, auscultation and deciding the plan
- Explain risk, consent and follow-up
- On-call, consults and ward rounds
- cardiologo
- cardiologist
Sources for this job· O*NET 29-1212.00· ESCO/ISCO 2212