Automation index
How much of a Baker’s job can AI already do?
The recipe and the order write themselves. Mixing at 4 a.m., smelling the dough, and pulling the oven do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Baker
16%
AI can already do 16% of this job.
#618 / 643
View rankingBaker
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 |
|---|---|---|---|
Orders, recipes and flour stock.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 30% | +4.8 |
Mix, ferment and shape.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Bake, cool and present.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 12% | +2.4 |
Counter shift and dawn till.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Cleaning, hygiene and oven care.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
Adjust the recipe to weather and today’s flour.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 16% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- cook
- mise en place
- dishes
- bake
- Orders, recipes and flour stock
- Mix, ferment and shape
- Bake, cool and present
- Counter shift and dawn till
- Cleaning, hygiene and oven care
- panader
Sources for this job· O*NET 51-3011.00· ESCO/ISCO 7512
IS WORK OVER?
Maxillofacial surgeon
21%
#419 / 643
View rankingMaxillofacial surgeon
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 |
|---|---|---|---|
3D plan, splints and consent.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Osteotomies, facial trauma and implants.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Cyst, impacted wisdom tooth and the joint.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Post-op, occlusion and the face that swells.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Head and neck oncology with the board.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Facial emergencies and signing the bone that moves.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- osteotomy
- facial trauma
- zygomatic implants
- impacted wisdom teeth
- occlusion
- 3D maxillofacial plan
- jaw cysts
- head and neck
Sources for this job· O*NET 29-1022.00· ESCO/ISCO 2261