Automation index
Can AI do the work of a Executive chef?
A dish sheet and a supplier order move earlier. The pass, the brigade, and a house’s taste do not.
It also does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Executive chef
19%
AI or a robot can already do 19% of this job.
#91 / 103
View rankingExecutive chef
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Menus, dish sheets and food cost.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 38% | +6.8 |
Orders, suppliers and waste.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 28% | +4.5 |
Pass, plating and service pace.EstimateNo public source pins this saving. It is an estimate of the method. | 20% | 10% | +2 |
Lead the brigade, shifts and conflicts.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 12% | +1.9 |
Cook on the line and correct doneness.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 15% | +2.4 |
Hygiene, audits and the house’s name.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- cook
- mise en place
- dishes
- bake
- Menus, dish sheets and food cost
- Orders, suppliers and waste
- Pass, plating and service pace
- Lead the brigade, shifts and conflicts
- Cook on the line and correct doneness
- Hygiene, audits and the house’s name
Sources for this job· O*NET 35-1011.00· ESCO/ISCO 3434
IS WORK OVER?
Auto mechanic
25%
#81 / 103
View rankingAuto mechanic
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Inspect vehicles for damage and record findings so that necessary repairs can be made.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 12% | +1.1 |
Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Estimate costs of vehicle repair.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 12% | +0.8 |
Review work orders and discuss work with supervisors.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 22% | +1.5 |
Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Maintain cleanliness of work area.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Test drive vehicles and test components and systems, using equipment such as infrared engine analyzers, compression gauges, and computerized diagnostic devices.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 48% | +2.9 |
Test and adjust repaired systems to meet manufacturers' performance specifications.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 12% | +0.6 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 46% | 28% | +12.9 |
| Total | 100% | 25% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- automotive diagnostic equipment
- car controls
- emission standards
- vehicle electrical systems
- types of vehicles
- principles of mechanical engineering
- hybrid vehicle architecture
- teamwork principles
- components of air conditioning systems
- mechanics
Sources for this job· O*NET 49-3023.00· ESCO/ISCO 7231